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IBM Sustainability Software
Turn sustainability
ambition into action
for airlines
—
2022
IBM Sustainability Software / © 2022 IBM Corporation
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Qualifiers
Who we are talking to:
Persona 1: Executive leadership– CEO, CMO, CSO, COO, CIO
Persona 2: Operations personnel– Operations Leader, Equipment
Maintenance Teams, Facilities Management, Route Planners /
Schedulers
Persona 3: IT personnel– CTO, IT Directors / Managers
Persona 4: Property and Leasing Teams
Airline Client Characteristics
• Network of physical assets (planes, tugs, trucks, hangars)
• Large IT infrastructure (Ticketing and tracking networks)
• Complex operational demands (Many transactions, records,
assets, logistical needs, and customer pressures)
Group Name / DOC ID / Month XX, 2022 / © 2022 IBM Corporation 2
Where they are in their sustainability journey:
Understand how advanced or nascent they are in
their sustainability journey
Industry matters:
Each industry has its own unique challenges,
expectations and goals around sustainability
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Our Discussion Today
1. Airline Sustainability Landscape
2. Turn Sustainability Ambition into Action
3. IBM Sustainability Software for Airlines
4. Case Studies
5. Benefits and Outcomes
IBM Sustainability Software / © 2022 IBM Corporation 3
IBM Sustainability Software / © 2022 IBM Corporation 4
Airline Sustainability Landscape:
Market Forces, Customer Findings, & Benefits of Action
Disruptive sustainability forces
are reshaping the airline
industry
5
Global Airports
Will be submerged by
2100 due to rising sea
levels if GHG emissions
are not reduced
80
Airlines will face the
full force of climate
change across their
operations
Disruptions cost airlines $60B
annually, about 8% of worldwide
industry revenue
Extreme weather events have
doubled in frequency over the past
three decades, wreaking havoc on
air travel timetables and safety
Customers demand
action on sustainability
from airlines
88% of passengers would choose
an airline producing fewer GHG
emissions for future journeys
36% of travelers plan to fly less to
reduce their climate impact, but
few brands are taking action to
recapture this lost market
Emissions reduction
extends far beyond
decarbonization
2.1% of global CO2 is emitted by
airlines, but the industry accounts
for 4.9% of global warming effects
Nitrogen oxides (NOx) emissions
from aircraft will have increased by
160% between 2002-25, raising
non-CO2 air pollution concerns
Regulators will require
sustainable aviation
fuel and efficient
planes
New generations of aircraft are 15-
20% more efficient than the last,
raising regulatory baselines
$15 billion is invested in aircraft
research and development
annually, directed towards new
sources and reduced use of fuel
Sources: World Resources Insitute / ICF / IATA / ABBB / McKinsey / UNFCC / Science Direct
Regulations are tightening across geographies
North America EMEA APAC Global
Strict Regulations
EU Green Deal requires transport
emissions to be reduced by 55% by
2030, with airlines included
Implications
Airlines are required to verify and
report emissions to participate in the
marketplace and meet EU goals
Loose Regulations
Allowable emissions are determined in
proportion to size of aircraft using
formula based on current technology
Implications
Emissions improvements will be
dictated by technological capabilities
of new equipment
Frameworks and Goals
• CORSIA: Stabilize
emissions at 2019 levels
• IATA: Fly net zero by 2050
• ICAO: 2% annual fuel
efficiency improvement
through 2050
Emerging Regulations
China, India, Japan, and larger nations
are developing aviation plans based
on global frameworks
Implications
Global standards will play a strong
role in pushing states to adopt tighter
regulations
Sources: EPA.gov / Harvard Law / EU Climate Action / ICF / ICAO (1) / S&P Global / CORSIA / IATA / ICAO (2) / India GAP
The US implemented its first-
ever emissions rules for
commercial airlines in 2021 to
reach net zero by 2050.
The EU is operating a tradeable
emissions market, gradually
reducing allotments until full
auction in 2027.
Asian states, despite an
ongoing COVID slowdown, are
complying with global targets
to reduce air travel emissions.
A set of voluntary frameworks
are first designed to stabilize
global aviation emissions at
2019 levels, then net zero.
IBM Confidential
Net Zero 2050
As a result, industry leaders are pursuing aggressive sustainability targets
7
10% SAF 2030 -20% Scope 1 & 2 2030
Illustrative
Sources: Delta / American / Lufthansa / United / Air France / Southwest
Airlines are focused on similar
sustainability goals
IBM Sustainability Software / © 2022 IBM Corporation
Leaders are rethinking the way they conduct business,
attracting passengers and strengthening industry
partnerships through ESG-friendly practices:
• Net zero carbon emissions by 2050
• Fly using 10% SAF by 2030
• Operational efficiency improvement via
conservation, renewable energy, and sustainable
aviation fuel to achieve Scope 1 & 2 emissions
reduction
• Source materials responsibly to achieve upstream
Scope 3 emissions reduction
• Attract and retain labor to ensure sufficient staff for
smooth operations
8
Our surveys confirm:
IBM Sustainability Software / © 2022 IBM Corporation 9
Airline CEOs face
pressure, urgency, and
uncertainty as they pivot
to action on
sustainability
Effective execution
requires conviction,
a strong technology
and data foundation,
and open innovation
Integrating sustainability
and
digital transformation
drives stronger business
performance
IBM Sustainability Software / © 2022 IBM Corporation
of CEOs see significant
demand from investors
for greater transparency
on sustainability
60%
of CEOs are confident
they'll achieve
sustainability goals
64%
of CEOs expect
sustainability investments
to improve business
results in the next five
years
80%
10
Sustainability isn’t just about compliance, it’s an
opportunity to innovate, make a difference, and
grow
Successfully building
a sustainable business
is intrinsically tied to data
IBM Sustainability Software / © 2022 IBM Corporation 11
of CEOs cite a lack of insights
from data as a problem
44%
of all data is never used
for analytical purposes*
60-73%
* Forrester report
of CIOs think sustainability is the business area
digital technologies will have the greatest
impact over the next 3 years
42%
Trailblazers are driving
growth by aligning
sustainability initiatives
and digital transformation
IBM Sustainability Software / © 2022 IBM Corporation 12
are piloting or implementing only parts
of their sustainability strategy
72%
report explicitly aligning their sustainability
and digital transformation efforts
30%
% reporting sustainability outperformance
Transformational CEOs who go “all in” on
sustainability are achieving better sustainability
outcomes and better business performance
28%
46%
52%
62%
Sustainability is good business for airlines
Profitability depends upon efficiency
with costs at all-time highs— meaning
“green” can be a core operating
strategy.
 Extended life of fleets reduces need for
costly capital expenditures, improving
margins
 Enhanced operational efficiency of
facilities and servers reduces energy
consumption
 Weather visibility can mitigate costly
scheduling and logistics disruptions
Stakeholders are pressuring airline
leaders to act. In a crowded
marketplace, hitting goals will pay
dividends.
 Investors are building green portfolios,
and airlines prioritizing sustainability will
be positioned for capital inflows
 In a post-COVID world, strong social
initiatives are key to retain employees,
attract new hires, and prevent strikes
 Regulators are enforcing stricter
emissions standards each year
Travelers prefer to fly responsibly. Drive
growth by making sustainability a key
differentiator.
 40% of travelers globally indicated they
would pay at least 2% more for
carbon-neutral tickets when surveyed
 Airlines are upgrading airport space,
cabins, and services, integrating
sustainability to attract passengers
 Sustainability builds a stronger
reputation and industry credibility
Revenue Growth Increased Profitability Meeting Market Demands
Source: McKinsey
Airlines need help in 4 areas to achieve sustainability goals
14
IBM Sustainability Software / © 2022 IBM Corporation
• Track severe storms and
environmental conditions
• Prepare operations to
minimize disruption
• Mitigate risks for personnel
and logistics networks
• Trace materials to origins to
verify sustainability
• Ethical and/or local
sourcing of resources
• Orchestrate actions across
extended ecosystems
Optimize Resources Build Resilient
Supply Chains
Compile and
Report ESG Data
Gain Predictive
Climate Visibility
Carriers must re-evaluate the sustainability of the services and value chains of their operations. Their greatest challenges are to
keep up with evolving customer demands and regulations while ensuring operational efficiency.
• Enhance asset utilization &
preventive maintenance
• Limit waste and disposal of
carbon-intensive material
• Reduce energy usage
across buildings and fleets
• Aggregate ESG data across
systems and applications
• Gain visibility into ESG
operational performance
• Verify accuracy and publish
for compliance
To thrive in a sustainable world,
airlines must:
IBM Sustainability Software / © 2022 IBM Corporation 15
Define their ESG/sustainability Goals and
Strategy
Establish a data and systems architecture to
track ongoing performance
Embed sustainability decision making in daily
operations
1
2
3
Turn sustainability
ambition into action
IBM Sustainability Software / © 2022 IBM Corporation 16
Intelligent assets, facilities
and infrastructure
Operational insights to
drive clean energy transition,
efficient waste management,
and decarbonization
Responsible computing
and green IT
Responsible computing to
enable sustainable IT and drive
social impact
Sustainable supply
chains and circularity
Intelligent workflows for
equitable, transparent, and
carbon regenerative supply
chains
ESG Data, Reporting
and Risk Management
System of record for ESG data and insights to measure, report,
operationalize and achieve your sustainability roadmap
Sustainability Strategy
and Roadmap
Co-creating a sustainability agenda and pathways towards
delivering corporate social impact and business value
Turn sustainability ambition into action
IBM Sustainability Software / © 2022 IBM Corporation
Intelligent assets, facilities
and infrastructure
Operational insights to
drive clean energy transition,
efficient waste management,
and decarbonization
Responsible computing
and green IT
Responsible computing to
enable sustainable IT and drive
social impact
Sustainable supply
chains and circularity
Intelligent workflows for
equitable, transparent, and
carbon regenerative supply
chains
ESG Data, Reporting
and Risk Management
System of record for ESG data and insights to measure, report,
operationalize and achieve your sustainability roadmap
Sustainability Strategy
and Roadmap
Co-creating a sustainability agenda and pathways towards
delivering corporate social impact and business value
Define sustainability goals, demonstrate progress
to your passengers, trading partners, employees and clients
IBM Sustainability Software / © 2022 IBM Corporation
IBM Sustainability Software / © 2022 IBM Corporation
19
What goals is your business focused on to
drive ESG outcomes?
Sustainable
Impact
People
Profit
Planet
Social variables dealing with
community, education, equity,
social resources, health, well-
being, and quality of life
Equitable
Viable
Environmental
variables relating to
natural resources,
water & air quality,
energy
conservation, and
land use
Economic variables
dealing with the
quadruple bottom
line, mitigating ESG-
risk, new business
model innovation,
cash flow
– Enhance a diverse, inclusive and hybrid work environment
– Support digital inclusion in our communities
– Foster a diverse and accountable governance
– Protect and secure data, infrastructure and identity
– Net Zero by 2030
– Supply Chain Traceability and Transparency
– Reduction of GHG Emissions by 25% in the next 5
years
Responsible
No
poverty
Zero
hunger
Quality
education
Gender
quality
Reduced
inequalities
#1
#2
Good health
and well-being
#3
#4
#5
#10
Peace, justice
and strong
institutions
Partnerships
for the goals
Industry,
innovation and
infrastructure
#16
#17
#8
#9
Decent work
and economic
growth
Climate
action
Responsible
consumption
and
production
Life
below water
#13
#12
#15
#14
Life
on land
Affordable and
clean energy
Sustainable cities
and communities
Clean water
and sanitation
#7
#11
#6
e.g. UN Sustainability Development Goals (SDGs)
Intelligent assets, facilities
and infrastructure
Operational insights to
drive clean energy transition,
efficient waste management,
and decarbonization
Responsible computing
and green IT
Responsible computing to
enable sustainable IT and drive
social impact
Sustainable supply
chains and circularity
Intelligent workflows for
equitable, transparent, and
carbon regenerative supply
chains
ESG Data, Reporting
and Risk Management
System of record for ESG data and insights to measure, report,
operationalize and achieve your sustainability roadmap
Sustainability Strategy
and Roadmap
Co-creating a sustainability agenda and pathways towards
delivering corporate social impact and business value
Create a single system of record for ESG data
to establish a clear baseline
IBM Sustainability Software / © 2022 IBM Corporation
How are you capturing, consolidating, and
analyzing your sustainability data?
IBM Sustainability Software / © 2022 IBM Corporation 21
Utility
billing data
Transport and
stationary fuels
Refrigerants &
fugitive gases
Electricity
produced
Building Management,
IoT, and Meter data
Certificates & offsets Social Data
Waste & recycling Company metrics
Materials
Production
metrics
Transportation
Building
metrics
Fleet and Carrier data
Weather
data
Electric
RECs,
carbon effects
Community
investment,
donations, volunteer
hours
Diesel, petrol, LPG,
propane aircraft fuel,
LNG, bio-fuel
300+ waste &
recycling
data types
Headcount, rooms,
beds, meals, sales
100+
gas types
100+ material types,
construction and
building
Unit, tonnes,
$, litres,
hours
Solar, wind, bio-gas,
hydro, thermal
Air travel, taxi,
train, car
m2, FTEs,
occupant hours,
building ratings, visits
NMI meters, smart
meters, sub-meters,
control signals,
sensors
Shipping Costs
HDD, CDD, rainfall,
humidity, irradiation
Gas Water
Data
Governance Data
Diversity, inclusion,
equity
Systems
Technology
Infrastructure
Organizational
level
1. ERP (financial)
2. Health & Safety
3. HR
4. Asset Management
5. Supply Chain Management
External
frameworks
1. TCFD
2. CDP
3. GRESB
4. SASB
Building
level
– BMS/BAS
– Metering
EDGE/
5G Devices
– Mobile
– IoT Devices
– RFID
Environmental
– Weather Stations
– Radar
– Geospatial
– Satellite imagery
– Geiger-mode LIDAR
Employee Computers Public Cloud Private Cloud On-Prem Data Centers
Hybrid
multi-cloud
Artificial
intelligence
Advanced
analytics
Blockchain
5G & mobile
technology
Airline specific data capture
Legend
Intelligent assets, facilities
and infrastructure
Operational insights to
drive clean energy transition,
efficient waste management,
and decarbonization
Responsible computing
and green IT
Responsible computing to
enable sustainable IT and drive
social impact
Sustainable supply
chains and circularity
Intelligent workflows for
equitable, transparent, and
carbon regenerative supply
chains
ESG Data, Reporting
and Risk Management
System of record for ESG data and insights to measure, report,
operationalize and achieve your sustainability roadmap
Sustainability Strategy
and Roadmap
Co-creating a sustainability agenda and pathways towards
delivering corporate social impact and business value
Connect your ESG data management with the systems
that run operations to drive transformation
IBM Sustainability Software / © 2022 IBM Corporation
Reduce emissions
Energy efficient facilities and assets
Longer asset life
Climate risk mitigation
Regulatory compliance
Where is the
opportunity in
sustainable
operations?
IBM Sustainability Software / © 2022 IBM Corporation 23
Airlines with
a network of
Physical Assets
Airlines with
a large IT
Infrastructure
Airlines with
complex
Supply Chains
Increased productivity
52%
75%
20%–30%
Reduction in infrastructure
spend
Reduction in expedited
freight costs
Reduce emissions
Lower cost of IT
Improved power utilization
Regulatory compliance
Enable track and trace
Lower product carbon footprints
Reduce fuel consumption
Deliver sustainable sourcing
Scope 3 emissions
Regulatory compliance
Get started
with IBM
Sustainability
Software today.
IBM Sustainability Software / © 2022 IBM Corporation 24
Capabilities Qualifiers
The following pages list a number of capabilities that come from each of the
representative product areas.
Some of them are not industry/sustainability specific capabilities but highlight key value of
the products around improving operational efficiencies for their business.
You should remove the capabilities that you don’t think are relevant for your client’s
needs.
25
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IBM Sustainability Software / © 2022 IBM Corporation
IBM’s sustainability solutions
Intelligent assets, facilities and
infrastructure
Maximo
TRIRIGA
Responsible computing
and green IT
Turbonomic
z16 | LinuxONE
IBM Cloud
Sustainable supply
chains and circularity
Sterling Order Management
Supply Chain Intelligence Suite
ESG Data, Reporting
and Risk Management
Envizi, Environmental Intelligence Suite,
social and climate risk intelligence
Sustainability Strategy
and Roadmap
Garage for Sustainability (co-creation)
Sustainability strategic advisory services
Turn sustainability ambition into action
with IBM and an ecosystem of partners
IBM Consulting and
Ecosystem Partners
Strategy, experience,
technology, managed
services capabilities
IBM Technology and Ecosystem Partners
Infused with AI and hybrid cloud technologies
IBM Sustainability
Software
IBM Sustainability Software / © 2022 IBM Corporation 27
– IBM Consulting Sustainability Services:
– Co-Create: Collaborate to assess your problem
statement and learnings and we’ll create a clear
path forward
– Co-Execute: Create processes, methods and tools
for delivery and scaling of sustainability initiatives
– Co-Operate: Scale your sustainability solutions
using the Green Compass framework to roadmap,
measure continuous improvement and innovate
Garage for Sustainability,
Materiality, Data &
Technology…
IBM Sustainability Software / © 2022 IBM Corporation
28
Nature, Climate
Risk Assessment
+ Adaptation
Sustainable
Finance +
ESG Reporting
Responsible
Computing
+ Green IT
Decarbonization
+ Clean Energy
Transition
Sustainable
Supply Chain
+ Circularity
… for Developing an Aligned
Sustainability Strategy/Roadmap
IBM Sustainability Software / © 2022 IBM Corporation 29
Blending classic corporate strategy, risk management and
maturity assessments
Align on the sustainability vision, aspirations and key opportunities for
the Sustainability Garage team to then create an initial point of view
on alongside SMEs.
Sustainability Briefing Workshop
Map out key transformation milestones for each sustainability play in
focus. This should enable us to then create a backlog of ideas for how
to get there.
Sustainability Framing Workshop
Sustainability Execution
Determine the baseline, develop the strategy and vision, co-create the
roadmap vision and how we will get there, identify initiatives & high-
level backlog items
For each of our sustainability themes/objectives, we further
specify the key outcomes and how we will measure these for
success.
A high-level strategy roadmap
We map out our aims and key transformation milestones for
each sustainability play in focus. This should enable us to then
create a backlog of ideas for how to get there.
Key outcomes and value measurements
Green Compass framework
Understand areas to track, report and innovate to meet
tomorrow’s sustainability requirements, build brand equity and
top line growth.
Envizi ESG Suite…
30
Emissions Management ESG Reporting Decarbonization
Scope 1, 2 GHG
Accounting + Reporting
ESG Reporting
Frameworks
Scope 3 GHG
Accounting + Reporting
Building Ratings
+ Benchmarks
Target Setting
+ Tracking
Value Chain
Surveys + Assessments
Utility Bill
Analytics
Interval Meter
Analytics
Sustainability
Program Tracking
Data Management - Single System of Record
– Build a data foundation and integrated system of record
that delivers auditable, finance-grade ESG and sustainability
data
– Streamline reporting to meet internal and external ESG and
sustainability reporting requirements
– Integrate internal and external stakeholders, process and
technology to embed sustainability into daily operations
– Accelerate decarbonization by unlocking insights
to inform the fastest and most cost-effective pathway
to decarbonization
– Improve transparency and meet increasingly stringent
regulations around plastic and e-waste, emissions, and
transportation
IBM Sustainability Software / © 2022 IBM Corporation
… for ESG Data Management,
Reporting and Analytics
IBM Sustainability Software / © 2022 IBM Corporation 31
Automate the collection and consolidation of 500+ data types,
analyze and identify efficiency opportunities and sustainability
risks, and report against major, internationally recognized ESG
reporting frameworks.
Measure Scope 1, 2, and 3 emissions to identify
excessive energy usage, waste, and other inefficiencies
Emissions Management
Streamline ESG disclosures to reduce complexity of ESG
reporting and minimize risk
ESG Reporting
Stand up and track programs for net zero emissions
target, analyze utility/energy consumption to identify
hotspots
ESG Performance
Emissions
Management
ESG
Reporting
ESG
Performance
– Monitor for disruptive environmental conditions
such as severe weather, storm systems, flooding, or poor
poor air quality and send alerts when detected
– Predict potential impacts of climate change and weather
across operations using climate risk analytics
– Gain insights into potential operational disruptions
and prioritize mitigation and response efforts
Environmental
Intelligence Suite...
IBM Sustainability Software / © 2022 IBM Corporation 32
Monitor Weather
and Climate Risk
Renewables
Forecasting
Analytics environment
storing +750 data layers
Geospatial
Data/Maps
Inform Personnel
of Changing Conditions
Weather
Alerts
Advanced Weather
Science for Airports
Airline Route
Optimization
33
… for Climate Risk
Management
33
Empower airlines with timely, fact-based and actionable earth
intelligence and observations to proactively plan and manage
the economic impact of severe weather and climate change
events on their business; built on the world’s most accurate and
scalable weather data.
Weather alerting/dashboard provides line of sight to
operational risk and preparation measures
Weather Forecasting & Event Management
Climate risk engine delivers insights into climate risk for
improved operational and routing decisions
Climate Risk & Geospatial Analysis
Emissions
visibility &
reduction
Minimize damage
to properties
Weather
forecasting for
operational risk
Minimize unscheduled
maintenance
IBM Sustainability Software / © 2022 IBM Corporation
Enhanced data modeling capabilities provide insights into
climate risk around area of interest and help optimize
operations
Advanced Weather Data Models
IBM Sustainability Software / © 2022 IBM Corporation
Prepare for extreme
weather events
Determine risk
exposure
Optimize for
changing weather
patterns
Take control of your
service environment
Environmental Intelligence Suite helps carriers leverage climate
data across operations
Analyze climate data to
identify areas of
stressed resources and
create more resilient
operations
Leverage LiDAR and
geospatial analysis to
have full visibility of
service territory
Use predictive analytics
to prepare for
inclement weather and
create response plans
Apply industry scoring
methodology for
criticality, determining
what proactive
measures to take
34
35
Maximo Application Suite…
IBM Sustainability Software / © 2022 IBM Corporation 35
Optimize Assets for
Sustainable Growth
Manage
Monitor and Detect
Inefficiencies
Monitor
360 View of Assets such
as health, criticality, and
risk scoring
Health
Predictive Failures of
airline and fleet
operations
Predict
AI-Powered Insights in
cards, map view,
spreadsheet view
Visual Inspection
Schedule Work
and Resources
Schedule
Technician Work
Execution
Mobile
Prescriptive Assistance
Assist
Actionable Insights
for Worker Safety
Safety
Intelligent Enterprise Asset Management
solution designed to help airlines:
Predict failures in advance by employing
maintenance and replacement strategy with AI
and prebuilt data models
Visualize performance of systems from HVAC to
jet engines using aggregated historical and
current data
1
2
3
Maintain facilities, fleets, and infrastructure
Monitor and measure operations
Improve reliability to meet timetables
Minimize outages, downtime, and interruptions
that delay flights and result in complaints
36
…for Sustainable Asset
Management and Reliability
Optimization
IBM Sustainability Software / © 2022 IBM Corporation 36
Optimize maintenance scheduling to achieve peak performance of
fleets and service equipment
Asset Management & Maintenance
Asset Reliability and Optimization
Increase equipment function, reliability, and worker safety through
constant monitoring, replacing least effective assets
Asset Monitoring and Fault Detection
Establish resilient and efficient operations to extend the life and
sustainability of fleets, hangars, facilities, fuel lines and more to
reach emissions targets and minimize waste.
Emissions
Reduction
Extend the life
of assets
Predicted failure
& waste
reduction
Remotely
monitored &
managed
Extend the life of planes and equipment, utility lines, and more to decrease waste
& embodied carbon while improving energy efficiency
Reliable
Operations
Manage airline assets successfully
IBM Sustainability Software / © 2022 IBM Corporation 37
Predict
— Optimize maintenance and replacement actions based
on predicted risks plus historical and current asset
health and weather data
— Determine risk exposure based on industry scoring
methodology, setting alerts for instances when action
is required
Manage
— Centrally manage assets — such as planes, tugs, and
equipment — on a single platform
— Use prebuilt data models for key asset classes such as
fleets, and determine health, criticality, end-of-life
probability and effective age
— Remain in compliance with regulatory requirements
TRIRIGA Application Suite…
IBM Sustainability Software / © 2022 IBM Corporation 38
Manage facilities,
analyzing financial and
emissions impacts
Real Estate
Management
Preventive and
corrective maintenance
to reduce costs
Operations
and Maintenance
Corporate office
planning
and space reservation
Space
Management
Manage project
budget and track
footprint
Capital Projects
Management
Real Estate
Environmental
Sustainability
Integrated workplace management solution to
help airlines:
On-board and manage office space
Dispose underutilized space
1
2
3
Reduce energy
consumption
Expand operations to meet demand while
minimizing carbon footprint
Optimize utilization to increase efficiency and
sustainability, reducing operating costs
Transition facilities and their leases responsibly to
right-size operations in a post-covid world and
serve customers without interruption
Upgrade existing facilities
…for Sustainable Real Estate and
Facilities Management
IBM Sustainability Software / © 2022 IBM Corporation
Optimize real estate portfolios and drive more sustainable
facility infrastructure by driving decarbonization, minimizing
resource consumption, and generating less waste.
Reduce carbon footprint of buildings and enhance profitability
Building & Space Optimization
Improve project transparency and meet sustainability goals with a
unified system of record, improving return on invested capital
Energy Efficiency Program Tracking
Increase energy efficiency, equipment performance, and tenant
comfort to promote an ideal employee environment
HVAC Equipment Monitoring & Building Fault Detection Reservations
from anywhere
on any device
Energy
certifications
Sensors
Digital twin
AI assistance
Workplace
services apps
Indoor
wayfinding
Dynamic
spaces
39
Turbonomic Application
Resource Management…
IBM Sustainability Software / © 2022 IBM Corporation 40
Automated
resource levels
Data Center
Efficiency
Scale cloud
native apps
Cloud Workload
Optimization
Data Center
Performance
Optimization
Supported on AWS,
GCP, Azure for
compute, storage, K8
Cloud Migration
Planning
App-driven,
optimized planning
ensures responsible
cloud consumption
1 Expand digital and data storage capabilities
Scale digital capacity to manage data without
costly capital investments, improving network
reliability and customer experience
2 Get applications the right amount of resources
Ensure applications operate at peak performance
at the minimum required amount of energy,
reducing data center emissions
3 Meet service level objectives at minimal cost
House cloud native apps in the public cloud, using
containerized microservices to scale out and back in
accordance with utilization forecasts
41
IBM Sustainability Software / © 2022 IBM Corporation
… for Efficient, Scalable
Datacenters and Cloud Systems
IBM Sustainability Software / © 2022 IBM Corporation 41
Green IT Infrastructure
Right sizing and suspending hosts in the Cloud ultimately saves on the
customer’s energy usage
Data Center Optimization
Report on energy consumption related to IT Infrastructure and Applications
to improve energy efficiency, equipment performance, and extend asset life
Data Center Performance
Measurement and tracking on Cloud workloads increases transparency
and reduces power usage
Cloud Workload Tracking & Optimization
Cloud Workload
Tracking &
Optimization
Data Center
Efficiency
Data Center
Performance
Optimization
Optimizing application resource consumption either in
the datacenter, the public cloud, or both improves an
organization’s long-term energy consumption profile
Elastically scale modern apps based on response-time
Sustainable Elastic Cloud
Supply Chain Intelligence
Suite; and
IBM Sustainability Software / © 2022 IBM Corporation
Sterling Order
Management …
Transparent Supply Intelligent Promising
Built in
intelligence and
execution
Intelligent
Insights
Exception based
operations
freeing up staff
for higher value
Workflow
Automation
Multi-echelon
Visibility
Correlate events
across multiple
enterprises
Trusted
Network
Real-time
information
exchange across
ecosystem
Manage, view,
edit, and share
documents
with partners
Document
Management
Track goods from
origin to
consumer
Full
Transparency
Consumer
Connections
Share sustainable
practices with
consumers
Product Carbon
Footprint
Share
standardized
PCF data
Manage order
lifecycle through
its fulfilment
process
Order
Orchestration
Provide visibility
into order status
and progress
across all
channels
Real-Time Order
Visibility
Inventory
Visibility
Accurate real-
time view into
latest inventory
positions and
availability
Smart
Sourcing
Smarter sourcing
and fulfillment
decisions
at the lowest
cost-to-serve
Optimized
fulfilment choices
lowers inventory,
shipping and
carbon costs
Fulfilment
Optimization
Support
circularity with
efficient returns
processing for
rentals, repair or
resale
Reverse Logistics Supply
Collaboration
Manage impact
of supply
disruptions by
tracking inbound
POs and
replenishments
Delivery Services
& Scheduling
Accurate delivery
and appointment
tracking checking
capacity and slot
availability
… for Traceable, Optimized
and Decarbonized Supply
Chain Management
IBM Sustainability Software / © 2022 IBM Corporation 43
Trace products back to the source & capture sustainability characteristics, maintaining a
digital chain of custody & audit trail to support provenance and sustainability claims
Product Traceability & Provenance
Receive optimized recommendations for inventory and reorder levels, further cutting
waste
and environmental impact by reducing the need for emergency shipments
Inventory Optimization
Capture, display, and share trusted ESG data about your products &
suppliers across your business to prove responsible sourcing and gain
visibility into the social & environmental impacts of your supply chain.
Manage disruption with
real-time intelligence and
actionable recommendations
Create trust and
transparency—built to
scale and backed by
blockchain
Orchestrate actions
across disparate
business functions
and extended
ecosystems
Deliver on customer
promises with global visibility
of orders and inventory
Raw
materials
Suppliers Logistics Manufacturer
s
Warehouse Distribution
channels
Customer
End to end supply chain orchestration – from inventory transparency to order management
optimization
Reduce fulfilment costs and carbon footprint by optimizing inventory and location
choices and consolidating shipments to reduce shipping cost, and finished goods
wastage
Optimized Fulfilment
IBM Sustainability Software / © 2022 IBM Corporation 44
Case Studies
45
IBM Garage for Sustainability Stories
How can blockchain help stop the flow of
conflict minerals?
How could climate data transform
businesses’ financial decision-
making?
How does a power company use AI to
harness renewable energy?
How can the energy industry cut time to
market for wind power?
How can AI help reduce landfill
waste?
How is blockchain paving the way for
reduced ocean pollution?
How can cloud technology increase
wind farm output?
How does a fertilizer company use
digital farming to feed a growing
planet?
How can fashion retailers reduce unsold
inventory
and increase profitability?
How can lumberjacks
provide insight to help
prevent deforestation?
How can AI help reduce energy usage
and CO2 emissions?
How can the energy industry increase
electromobility without killing the
power grid?
46
Ensure reliable equipment operations,
adaptability and operational resiliency.
Meet business need for space
effectively while delivering positive
employee experience.
Optimize application utilization and
workload management to reduce
data center energy consumption.
Improve process for the collection of
energy and related data to enable
more timely and accurate reporting
and identify efficiency opportunities.
IBM Maximo Application Suite
IBM Tririga Application Suite
IBM Turbonomic Application
Resource Management
IBM Envizi Sustainability Performance
Management
Challenges Solution Benefits
Intelligent asset management,
monitoring, and predictive maintenance
capabilities spot problems before they
impact system and energy performance.
IBM
IBM Sustainability Software / © 2022 IBM Corporation
Internal deployment of IBM
solutions addressing both
operational and
sustainability objectives
Consolidating data and leveraging
advanced analytics and workflow tools to
drive improved performance in energy
management and against our energy and
climate goals.
Optimizing space utilization across real
estate portfolio leading to resource (e.g.,
energy, water) reduction.
Continuously and proactively analyze
and optimize application demand and
resource supply, improving energy
efficiency while reducing resource
congestion and latency impact.
Case Studies
IBM Sustainability Software / © 2022 IBM Corporation 47
IBM’s Solutions for Airlines
48
- 70% lift in quality of weather
data for smarter flight planning
- Increased passenger comfort
and safety by avoiding difficult
flying conditions
- Optimizes fuel efficiency,
reducing carbon footprint and
fuel costs
Alitalia
IBM Sustainability Software / © 2022 IBM Corporation
- Wanted to dodge bad weather
for seamless, smooth flying
- Customer experience plays a
key role in competitiveness vs.
rival carriers
- Long haul flights can see
multiple different weather and
climate conditions during a
single journey
Challenges
Using Weather Company data,
Alitalia enjoys highly accurate,
early, and actionable insights into
hazardous weather conditions
along flight routes.
Through IBM’s solution, the
company was empowered with
the world’s best weather data to
make informed decisions. Its
capabilities surpassed that of the
government sources it was
previously using, enabling more
efficient operations and smooth
customer experiences.
Solution Benefits
Monitoring Weather
48
49
- Helps increase passenger
comfort
- Significant reduction in
turbulence-related injury to
flight crews since
implementation
- Boosts fuel efficiency and on-
time arrivals by helping pilots
find more optimal routes
Southwest
IBM Sustainability Software / © 2022 IBM Corporation
- Wanted to identify and bypass
turbulent air space
- Turbulence increases drag,
which reduces flight speed and
fuel efficiency
- Vibrations can damage aircraft
and reduce useful life
- Many pilots used black-and-
white weather printouts before
flight
Challenges
Using Weather Company data,
Southwest has been able to
replace black-and-white weather
maps with real-time visibility,
complementing short-range
radar systems in the cockpit.
Southwest turned to IBM to
embark on its digital
transformation, enabling its pilots
to get the same data as its flight
dispatchers on the ground. This
has enabled the company to
provide an optimal, unified
customer experience across
operations.
Solution Benefits
Monitoring Weather
49
50
- Helps predict the likely impact
of severe weather on key travel
hubs
- Optimizes schedules to help
reduce the risk of delays and
cancellations
- Keeps more passengers moving
and limits disruption to
continuing journeys
Alaska Airlines
IBM Sustainability Software / © 2022 IBM Corporation
- Faces some of the most severe
weather in the world, especially
during winter
- Lower 48 states have a harder
time adjusting to extreme
events
- Minor reductions in capacity at
a hub airport can trigger chain
reaction across network
- Explosive YoY passenger growth
Challenges
To enhance its decision-making
capabilities, Alaska Airlines deployed
integrated solutions for flight
planning, tracking and monitoring.
The solutions also provide better
situational awareness, helping
dispatchers and flight crews respond
to changing conditions in near-real
time.
When severe storms hit the lower 48,
Alaska Airlines now uses forecasts
from The Weather Company to
proactively optimize its schedules.
Faster access to information equips
Alaska Airlines to make better-
informed decisions that help more
passengers arrive on time.
Solution Benefits
Monitoring Weather
50
51
- Achieved end-to-end visibility
to process files more quickly
and securely than ever before
- Airline able to manage loyalty
program to attract new
customers and retain existing
base
Qantas Loyalty
IBM Sustainability Software / © 2022 IBM Corporation
- Qantas Loyalty needed to
replace a 15-year-old legacy
managed file gateway system
with a new solution that would
be scalable and provide robust
out-of-the-box functionality
- Required solution which could
manage a large set of data with
minimal oversight
Challenges
Using IBM Sterling Control Center
software, Qantas Loyalty can now
manage its reward programs from
end to end, increasing overall
visibility and control.
The combined solution provides a
more flexible onboarding
framework with repeatable
processes for use by all trading
partners, which helps improve
customer service.
Solution Benefits
Managing programs
51
52
Case Studies
IBM Sustainability Software / © 2022 IBM Corporation 52
Envizi
53
- $100K operational cost savings
- Several areas of energy wastage
found in first months of
operation
- Demonstrated ability to
monitor and analyze aged
legacy BMS system
- Reinforced the value that data
analytics can provide over and
above programmed
maintenance
Large Airport
Terminal
IBM Sustainability Software / © 2022 IBM Corporation
- Customer running legacy
Honeywell BMS with distributed
air handling systems and a
centralized water-side plant
- Complex and energy intensive
HVAC assets with little
equipment-level energy
transparency
- Difficult to detect and diagnose
energy wastage with no way of
verifying the financial benefit of
maintenance services
Challenges
The client deployed Envizi’s
Equipment Fault Detection
Module along with software
metering on 50 of the largest Air
Handling Units (AHU) and Return
Air Fans (RAF) in the main
terminal building.
Envizi demonstrated the ability to
monitor and analyze an aged
legacy BMS system, showing the
value that analytics provides over
and above programmed
maintenance. For example,
equipment was operating 24 x 7
when not required to, leading to
implementation of heating and
cooling stop time optimization at
the end of each day.
Solution Benefits
Facilities Management
53
54
– Achieved 12% total energy
reduction in 12 months,
increasing NABERS rating by 0.5
stars
– Additional cost savings are
expected once peak demand
reduction strategies are
implemented
Commercial
Office Building
IBM Sustainability Software / © 2022 IBM Corporation
- Complex and energy intensive
HVAC systems with limited
equipment-level transparency
- Root causes of wasted energy
difficult to detect and diagnose
- No way of understanding or
managing peak demand
- Equipment operating on public
holidays on low efficiency
settings
Challenges
Envizi EFD enabled an A-grade,
4.5 star NABERS energy building
to still achieve significant
efficiency improvements. Using
HVAC fault detection and software
metering on 49 HVAC equipment
items, property managers and
tenants realized substantial
efficiency gains.
With data transmitted to the
cloud, HVAC analytics provided a
level of insight that substantially
reduced the amount of time and
effort needed to investigate and
resolve issues, simultaneously
supporting efficiency optimization
efforts.
Solution Benefits
54
Improving efficiency
55
Celestica
IBM Sustainability Software / © 2022 IBM Corporation
5
With sites spread across 15
countries, Celestica Inc. — a
provider of manufacturing and
supply chain solutions — had
found its environmental, social
and governance (ESG) efforts to
be rather cumbersome and
difficult
to audit.
Making the smart, ethical choice
is tough to do without the right
data, particularly for questions
concerning environmental and
social impact.
Challenges
With IBM Envizi sustainability
performance management
software, the business can now
more easily monitor ESG
practices, tracking performance
with real-world data against
science-based standards.
– Compiles and transforms data
into usable outputs and helps
eliminate errors from manual
data entry
– Automation of complex
calculations and reporting
produces finance-grade,
auditable data
Solution Benefits
Monitoring data
“This governance model
will trickle down into each team,
tying sustainability into all aspects
of the business.”
Jessica Peixoto
Sustainability Manager,
Celestica Inc.
56
– Brings together Metcash’s
environmental data, including
energy, fuel, water, and carbon
emissions into single system of
record
– Anticipated 72,266 kwh
reduction in power usage, or
58.75 tons of CO2
– $68,670 AUD reduction in
annual power bill, resulting in
3-4 year payback
Metcash
IBM Sustainability Software / © 2022 IBM Corporation
- Leading wholesale distributor of
consumer goods seeking to
streamline data capture and
eliminate manual processes
- Possessed existing SAP system
and utilities and expected
seamless integration
- Needed to manage reporting
process for Australia’s National
Greenhouse and Energy
Reporting Scheme (NGERS)
Challenges
Metcash turned to Envizi to
support energy and water-saving
programs to save the company
millions. Its key goals included
reaching ambitious sustainability
targets and better measuring and
managing emissions.
Metcash previously relied upon
manual data capture to record
data and meet NGER goals, but
Envizi enabled the company to
save time and money. Now, it is
assessing the impact of new
capital works to enhance
efficiency, using its savings to
reinvest in improved
infrastructure.
Solution Benefits
56
Measuring emissions
57
– Over $50K energy cost savings
opportunities identified over
the first eight weeks of
operation
– Enabled greater coverage with
fewer resources
– Expected increase in asset value
through reduction of energy
costs / OPEX
Retail Shopping
Center
IBM Sustainability Software / © 2022 IBM Corporation
- 185 stores and services with
complex and energy-intensive
HVAC systems
- Limited equipment-level
transparency
- Root causes of energy waste
difficult to detect and diagnose
- High number of distributed
assets and time-poor FM staff
Challenges
This retail shopping center covers
more than 70,804 square meters
over three levels, and
management turned to Envizi to
identify areas of energy waste.
Envizi’s Equipment Fault Detection
module enabled enhanced
visibility across a large set of
stores and services.
Additionally, the shopping center
deployed software metering on
119 items of HVAC equipment,
supporting automation efforts
and integration with their existing
Johnson Controls BMS.
Solution Benefits
57
Gaining visibility
58
Case Studies
IBM Sustainability Software / © 2022 IBM Corporation 58
Maximo Asset Management
59
– Managed 80,000 assets over
7,000 acres
– Able to track and respond to
work orders anywhere, anytime
– Mapped airport using digital
twin technology for faster
response times and clearer
operations
Amsterdam
Airport Schiphol
IBM Sustainability Software / © 2022 IBM Corporation
- Amsterdam Airport Schiphol
moved nearly 70 million
passengers and 1.8 million tons
of cargo in 2017, making it the
third-largest airport in Europe
- Asset management was one of
Schiphol’s top strategic
priorities along with its focus on
an ongoing digital
transformation initiative
- Airline customers demanded
flexibility, service, and comfort
Challenges
Schiphol augmented its
core Maximo solution by
implementing two new
complementary software
offerings. The first was the use of
IBM Control Desk software for
receiving and automatically
prioritizing service incidents. The
second was the adoption of a new
mobile version of IBM Maximo
software called Maximo Anywhere
software.
Together, these tools improved
the efficiency with which its
specialized subcontractors
addressed asset maintenance.
Schiphol achieved more smiling
faces in and around its airport by
Solution Benefits
Managing anywhere
59
60
– 80% elimination of
maintenance paperwork
– Improved insights by 50%
across all contractors via real-
time dashboards
– 40% improvement in inspector
productivity
Riyadh Airports
Company
IBM Sustainability Software / © 2022 IBM Corporation
- Seeking to transition King
Khalid International Airport into
an IoT, show-stopping gateway
to Saudi Arabia
- Tracking more than 50,000
individual assets with multiple
siloed maintenance and
inventory systems
- Existing workflows dated back
to 1980
Challenges
The RAC team chose the Maximo
solution as the foundation for the
airport’s modernized maintenance
operations. RAC found that
Maximo can enable complete
oversight and maximize asset
performance.
RAC collected and validated
system data through all
stakeholders across every single
asset at KKIA, ranging from air
conditioning units to escalators.
After configuring the new system,
the team trained more than 400
users in just three weeks, with full
implementation within seven
months, deploying ahead of
schedule.
Solution Benefits
Creating an IoT world
60
61
Case Studies
IBM Sustainability Software / © 2022 IBM Corporation 61
TRIRIGA
62
– Deployed system that was 80%
out-of-the-box with minimal
adjustment needed
– Successfully consolidated siloed
systems across 2,200 buildings
globally
– Improved service fulfillment
throughout BNPP’s operations
BNP Paribas
IBM Sustainability Software / © 2022 IBM Corporation
- Eighth largest global bank by
assets with a presence in 77
countries
- Needed a single repository to
manage properties and track/
improve responsiveness
- Handle 130,000 service requests
and want to reduce the number
of applications and interfaces
while gaining mobility
Challenges
BNP Paribas looked to TRIRIGA to
consolidate its real estate
operations, deploying space
management and CAD integration
to visualize its space. It integrated
seamlessly with BNPP’s complex
systems for organizations,
chargebacks, HR, and locations to
remove data silos.
TRIRIGA was configured for
BNPP’s portfolio along with
specific service contracts, RFQ
processes, and request services.
Taken together, TRIRIGA provided
an encompassing solution to help
BNPP manage its large network.
Solution Benefits
Removing data silos
62
63
– Managed costs by operating
disparate facilities as an
integrated organization, sharing
data and processes across
operations
– Developed 5-year plan to
manage $150M in projects, with
15K assets and 25K work orders
– Projects prioritized by criticality
and mission impact to
distribute funding effectively
Serco
IBM Sustainability Software / © 2022 IBM Corporation
- Serco manages 19 museums, 21
libraries, 9 research centers, and
the National Zoo for the US
government
- Highly diverse portfolio of
facilities intended for the public
- Used many different legacy
systems to input and analyze
data
- Looking to build
comprehensive strategy to
manage portfolio
Challenges
Serco looked to TRIRIGA to
manage its real estate portfolio
and allocate space using Reserve.
It also managed work orders
through Request Central,
ultimately capturing sufficient
data to justify capital
improvements.
TRIRIGA provided a single
repository for Serco’s data,
streamlining reporting and
managing PPE inventory during
the ongoing COVID crisis.
Ultimately, Serco has become the
first agency to utilize BIM data to
improve facility management.
Solution Benefits
63
Managing facilities
64
Case Studies
IBM Sustainability Software / © 2022 IBM Corporation 64
Turbonomic
65
– Performed more than 400
actions to boost performance
and efficiency in the first seven
days of use
– Reclaimed nearly 450 GB of
memory housed within 47
clusters
– Enabling automation in server
build process, providing insight
into what degree of resources
will be needed as the business
grows
Litehouse Foods
IBM Sustainability Software / © 2022 IBM Corporation
– Needed a more efficient,
flexible way to ensure the
performance of business and
manufacturing applications
– Need systems running 24 x 7 x
365 without risk of unplanned
downtime
– Third-party resource and load
balancing system used
previously was insufficient to
meet business needs
Challenges
Litehouse uses Turbonomic to
intelligently and dynamically
resource the company’s
applications. They could use
Turbonomic to truly match
demand to supply and assure
performance while also
consolidating workloads.
Once the COVID-19 pandemic hit,
the Litehouse team grew
increasingly concerned about the
dramatic ups and downs in
business activity and demands on
its data center. With Turbonomic
in place, however, its business
remained resilient and the team
faced very little concern around
its data usage.
Solution Benefits
Dynamic resourcing
65
66
Metzler Bank
IBM Sustainability Software / © 2022 IBM Corporation
– Needed holistic understanding
of infrastructure to meet the
needs of development teams
– Predictable and reliable
end user experience necessary
despite extensive managed
environment
– Required full stack application
visibility for efficiency gains and
security
Challenges
Turbonomic enabled Metzler bank
to assure application performance
and preserve external client SLAs.
Turbonomic immediately
identified underutilized virtual
machines that the team could size
down.
On top of resizing, the team has
automated vMotions across
clusters to better maintain healthy
performance rather than manually
solving issues on the fly. The
control platform helped assure
that the system could operate at
peak performance.
– 10% VM growth without
additional hardware purchases
– 24/7 performance assurance
with automated resource
decisions support
– Secured more capacity and
better performance without
sacrificing one for the other
Solution Benefits
66
Assuring performance
Benefits /
Outcomes
IBM Sustainability Software / © 2022 IBM Corporation 67
Our software
capabilities
enable clients to...
IBM Sustainability Software / © 2022 IBM Corporation 68
Benefits & Outcome Qualifiers
The following pages list a number of benefits and outcome improvements that come from
each of the representative product areas based on client input.
Most of them are general, cross industry benefits and outcomes which are not specific to a
financial services company.
We have included all the capabilities pages in the presentation for the “art of the possible”
discussion even though some may not be relevant for a financial company, but are
included for completeness
69
DELETE THIS SLIDE BEFORE SHARING
IBM Sustainability Software / © 2022 IBM Corporation
Use data and analytics
to underpin the
low carbon future
IBM Sustainability Software / © 2022 IBM Corporation 70
7B
Records uploaded annually
+15
Supported ESG reporting frameworks
500
Data types captured
Embedded GHG emission calculation engine
Emissions
Management
ESG
Reporting
ESG
Performance
Ensure business
continuity with weather
and environmental
based insights
IBM Sustainability Software / © 2022 IBM Corporation 71
1%–5%
Revenue growth
1%–10%
Reduced operating costs
Minimize
unscheduled
maintenance
Event prediction-based
maintenance to minimize disruption
Minimize damage
to properties
Worker
safety
72
Transform how you manage
and maintain industrial assets
IBM Sustainability Software / © 2022 IBM Corporation 72
10%-20%
Increased up time and availability
15%-40%
Saved labor hours
10%-30%
Reduced maintenance and replacement costs
Centralized
asset
management
Expectation
for longer asset
life
Reliable
Operations
Predict failure &
dispatch repair
crew
Renewable
power
Sensors
Worker
health &
safety
Optimize how you operate
real estate assets
IBM Sustainability Software / © 2022 IBM Corporation 73
99%
Faster space utilization insights
10%
Reduction in utilities costs
20%
Increased facilities utilization
Indoor
wayfinding
Sensors
Energy
certifications
Digital twin
Dynamic
spaces
Workplace
services apps
Reservations
from anywhere
on any device
AI assistance
Build intelligent,
resilient supply chains
IBM Sustainability Software / © 2022 IBM Corporation 74
Raw materials Suppliers Logistics Manufacturer
s
Warehouse Distribution
channels
Customer
End to end supply chain orchestration – from inventory transparency to order management
optimization
18%
Reduction in inventory levels
75%
Reduction of late orders
52%
Reduction in expedited
freight costs
Orchestrate actions
across disparate
business functions
and extended
ecosystems
Manage disruption with
real-time intelligence and
actionable
recommendations
Create trust and
transparency—built to scale
and backed by blockchain
Deliver on customer
promises with global
visibility of orders and
inventory
IBM Sustainability Software is recognized for
industry leadership in design, innovation and impact
IBM Sustainability Software / © 2022 IBM Corporation 75
Maximo Visual Inspection
2022 Ford IT Innovation award
https://www.ibm.com/blogs/internet-of-
things/ford-it-innovation-award-ibm/
Maximo Mobile
& Maximo Monitor
2021 Spark Gold winner for design
https://www.sparkawards.com/
IBM Weather Company
2021 ForecastWatch ‘World’s Most
Accurate Forecaster’
https://weather.com/news/news/2021-07-28-ibm-
weather-company-forecast-accuracy
TRIRIGA
2021 International Facility
Management Association Center of
Excellence recognition
https://www.ibm.com/blogs/internet-of-
things/ibm-global-real-estate-wins-prestigious-
award-for-facility-management-achievement/
*Spark is an international design award competition created to promote great design and to recognize talented
designers. The Spark program acknowledges excellence in design across product design, space design, transport
and mobility design, digital design (including UI and UX), graphic design, and package design.
Envizi Sustainability Performance
Management
Sustainability leader in the Verdantix
2022 Enterprise Carbon Mgt Software
study
https://www.ibm.com/blogs/internet-of-
things/verdantix-net-zero/
Supply Chain Intelligence Suite
Artificial Intelligence
Excellence Awards
https://www.bintelligence.com/blog/2022/3/22/6-
people-26-companies-and-65-products-awarded-
for-excellence-in-artificial-intelligence
IBM Consulting / © 2022 IBM Corporation 76
Join Us
Guiding clients on their journey to
becoming a Sustainable Enterprise
and putting impact and ethical
innovation at the center of
everything we do.
Re-imagining, re-thinking and
revolutionizing the world in
which we live and work in.
IBM Sustainability
Sources
IBM Sustainability Software / © 2022 IBM Corporation 78
Slide 5
World Resources Insitute, ICF, IATA, ABBB, McKinsey, UNFCC, Science Direct
Slide 6
EPA.gov, Harvard Law, EU Climate Action, ICF, ICAO (1), S&P Global, CORSIA, IATA, ICAO (2), India GAP
Slide 7
Delta, American, Lufthansa, United, Air France, Southwest
Slide 12
McKinsey
Case Studies
*See hyperlinked titles

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  • 1. IBM Sustainability Software Turn sustainability ambition into action for airlines — 2022 IBM Sustainability Software / © 2022 IBM Corporation Slide Selection: Please selectively remove and re-order slides to tailor the dialogue based on client needs and priorities. This deck is not meant to be used in its entirety.
  • 2. Qualifiers Who we are talking to: Persona 1: Executive leadership– CEO, CMO, CSO, COO, CIO Persona 2: Operations personnel– Operations Leader, Equipment Maintenance Teams, Facilities Management, Route Planners / Schedulers Persona 3: IT personnel– CTO, IT Directors / Managers Persona 4: Property and Leasing Teams Airline Client Characteristics • Network of physical assets (planes, tugs, trucks, hangars) • Large IT infrastructure (Ticketing and tracking networks) • Complex operational demands (Many transactions, records, assets, logistical needs, and customer pressures) Group Name / DOC ID / Month XX, 2022 / © 2022 IBM Corporation 2 Where they are in their sustainability journey: Understand how advanced or nascent they are in their sustainability journey Industry matters: Each industry has its own unique challenges, expectations and goals around sustainability Slide Selection: You may wish to selectively remove or re-order capabilities slides to tailor the dialogue based on client. DELETE THIS SLIDE BEFORE SHARING
  • 3. Our Discussion Today 1. Airline Sustainability Landscape 2. Turn Sustainability Ambition into Action 3. IBM Sustainability Software for Airlines 4. Case Studies 5. Benefits and Outcomes IBM Sustainability Software / © 2022 IBM Corporation 3
  • 4. IBM Sustainability Software / © 2022 IBM Corporation 4 Airline Sustainability Landscape: Market Forces, Customer Findings, & Benefits of Action
  • 5. Disruptive sustainability forces are reshaping the airline industry 5 Global Airports Will be submerged by 2100 due to rising sea levels if GHG emissions are not reduced 80 Airlines will face the full force of climate change across their operations Disruptions cost airlines $60B annually, about 8% of worldwide industry revenue Extreme weather events have doubled in frequency over the past three decades, wreaking havoc on air travel timetables and safety Customers demand action on sustainability from airlines 88% of passengers would choose an airline producing fewer GHG emissions for future journeys 36% of travelers plan to fly less to reduce their climate impact, but few brands are taking action to recapture this lost market Emissions reduction extends far beyond decarbonization 2.1% of global CO2 is emitted by airlines, but the industry accounts for 4.9% of global warming effects Nitrogen oxides (NOx) emissions from aircraft will have increased by 160% between 2002-25, raising non-CO2 air pollution concerns Regulators will require sustainable aviation fuel and efficient planes New generations of aircraft are 15- 20% more efficient than the last, raising regulatory baselines $15 billion is invested in aircraft research and development annually, directed towards new sources and reduced use of fuel Sources: World Resources Insitute / ICF / IATA / ABBB / McKinsey / UNFCC / Science Direct
  • 6. Regulations are tightening across geographies North America EMEA APAC Global Strict Regulations EU Green Deal requires transport emissions to be reduced by 55% by 2030, with airlines included Implications Airlines are required to verify and report emissions to participate in the marketplace and meet EU goals Loose Regulations Allowable emissions are determined in proportion to size of aircraft using formula based on current technology Implications Emissions improvements will be dictated by technological capabilities of new equipment Frameworks and Goals • CORSIA: Stabilize emissions at 2019 levels • IATA: Fly net zero by 2050 • ICAO: 2% annual fuel efficiency improvement through 2050 Emerging Regulations China, India, Japan, and larger nations are developing aviation plans based on global frameworks Implications Global standards will play a strong role in pushing states to adopt tighter regulations Sources: EPA.gov / Harvard Law / EU Climate Action / ICF / ICAO (1) / S&P Global / CORSIA / IATA / ICAO (2) / India GAP The US implemented its first- ever emissions rules for commercial airlines in 2021 to reach net zero by 2050. The EU is operating a tradeable emissions market, gradually reducing allotments until full auction in 2027. Asian states, despite an ongoing COVID slowdown, are complying with global targets to reduce air travel emissions. A set of voluntary frameworks are first designed to stabilize global aviation emissions at 2019 levels, then net zero.
  • 7. IBM Confidential Net Zero 2050 As a result, industry leaders are pursuing aggressive sustainability targets 7 10% SAF 2030 -20% Scope 1 & 2 2030 Illustrative Sources: Delta / American / Lufthansa / United / Air France / Southwest
  • 8. Airlines are focused on similar sustainability goals IBM Sustainability Software / © 2022 IBM Corporation Leaders are rethinking the way they conduct business, attracting passengers and strengthening industry partnerships through ESG-friendly practices: • Net zero carbon emissions by 2050 • Fly using 10% SAF by 2030 • Operational efficiency improvement via conservation, renewable energy, and sustainable aviation fuel to achieve Scope 1 & 2 emissions reduction • Source materials responsibly to achieve upstream Scope 3 emissions reduction • Attract and retain labor to ensure sufficient staff for smooth operations 8
  • 9. Our surveys confirm: IBM Sustainability Software / © 2022 IBM Corporation 9 Airline CEOs face pressure, urgency, and uncertainty as they pivot to action on sustainability Effective execution requires conviction, a strong technology and data foundation, and open innovation Integrating sustainability and digital transformation drives stronger business performance
  • 10. IBM Sustainability Software / © 2022 IBM Corporation of CEOs see significant demand from investors for greater transparency on sustainability 60% of CEOs are confident they'll achieve sustainability goals 64% of CEOs expect sustainability investments to improve business results in the next five years 80% 10 Sustainability isn’t just about compliance, it’s an opportunity to innovate, make a difference, and grow
  • 11. Successfully building a sustainable business is intrinsically tied to data IBM Sustainability Software / © 2022 IBM Corporation 11 of CEOs cite a lack of insights from data as a problem 44% of all data is never used for analytical purposes* 60-73% * Forrester report of CIOs think sustainability is the business area digital technologies will have the greatest impact over the next 3 years 42%
  • 12. Trailblazers are driving growth by aligning sustainability initiatives and digital transformation IBM Sustainability Software / © 2022 IBM Corporation 12 are piloting or implementing only parts of their sustainability strategy 72% report explicitly aligning their sustainability and digital transformation efforts 30% % reporting sustainability outperformance Transformational CEOs who go “all in” on sustainability are achieving better sustainability outcomes and better business performance 28% 46% 52% 62%
  • 13. Sustainability is good business for airlines Profitability depends upon efficiency with costs at all-time highs— meaning “green” can be a core operating strategy.  Extended life of fleets reduces need for costly capital expenditures, improving margins  Enhanced operational efficiency of facilities and servers reduces energy consumption  Weather visibility can mitigate costly scheduling and logistics disruptions Stakeholders are pressuring airline leaders to act. In a crowded marketplace, hitting goals will pay dividends.  Investors are building green portfolios, and airlines prioritizing sustainability will be positioned for capital inflows  In a post-COVID world, strong social initiatives are key to retain employees, attract new hires, and prevent strikes  Regulators are enforcing stricter emissions standards each year Travelers prefer to fly responsibly. Drive growth by making sustainability a key differentiator.  40% of travelers globally indicated they would pay at least 2% more for carbon-neutral tickets when surveyed  Airlines are upgrading airport space, cabins, and services, integrating sustainability to attract passengers  Sustainability builds a stronger reputation and industry credibility Revenue Growth Increased Profitability Meeting Market Demands Source: McKinsey
  • 14. Airlines need help in 4 areas to achieve sustainability goals 14 IBM Sustainability Software / © 2022 IBM Corporation • Track severe storms and environmental conditions • Prepare operations to minimize disruption • Mitigate risks for personnel and logistics networks • Trace materials to origins to verify sustainability • Ethical and/or local sourcing of resources • Orchestrate actions across extended ecosystems Optimize Resources Build Resilient Supply Chains Compile and Report ESG Data Gain Predictive Climate Visibility Carriers must re-evaluate the sustainability of the services and value chains of their operations. Their greatest challenges are to keep up with evolving customer demands and regulations while ensuring operational efficiency. • Enhance asset utilization & preventive maintenance • Limit waste and disposal of carbon-intensive material • Reduce energy usage across buildings and fleets • Aggregate ESG data across systems and applications • Gain visibility into ESG operational performance • Verify accuracy and publish for compliance
  • 15. To thrive in a sustainable world, airlines must: IBM Sustainability Software / © 2022 IBM Corporation 15 Define their ESG/sustainability Goals and Strategy Establish a data and systems architecture to track ongoing performance Embed sustainability decision making in daily operations 1 2 3
  • 16. Turn sustainability ambition into action IBM Sustainability Software / © 2022 IBM Corporation 16
  • 17. Intelligent assets, facilities and infrastructure Operational insights to drive clean energy transition, efficient waste management, and decarbonization Responsible computing and green IT Responsible computing to enable sustainable IT and drive social impact Sustainable supply chains and circularity Intelligent workflows for equitable, transparent, and carbon regenerative supply chains ESG Data, Reporting and Risk Management System of record for ESG data and insights to measure, report, operationalize and achieve your sustainability roadmap Sustainability Strategy and Roadmap Co-creating a sustainability agenda and pathways towards delivering corporate social impact and business value Turn sustainability ambition into action IBM Sustainability Software / © 2022 IBM Corporation
  • 18. Intelligent assets, facilities and infrastructure Operational insights to drive clean energy transition, efficient waste management, and decarbonization Responsible computing and green IT Responsible computing to enable sustainable IT and drive social impact Sustainable supply chains and circularity Intelligent workflows for equitable, transparent, and carbon regenerative supply chains ESG Data, Reporting and Risk Management System of record for ESG data and insights to measure, report, operationalize and achieve your sustainability roadmap Sustainability Strategy and Roadmap Co-creating a sustainability agenda and pathways towards delivering corporate social impact and business value Define sustainability goals, demonstrate progress to your passengers, trading partners, employees and clients IBM Sustainability Software / © 2022 IBM Corporation
  • 19. IBM Sustainability Software / © 2022 IBM Corporation 19 What goals is your business focused on to drive ESG outcomes? Sustainable Impact People Profit Planet Social variables dealing with community, education, equity, social resources, health, well- being, and quality of life Equitable Viable Environmental variables relating to natural resources, water & air quality, energy conservation, and land use Economic variables dealing with the quadruple bottom line, mitigating ESG- risk, new business model innovation, cash flow – Enhance a diverse, inclusive and hybrid work environment – Support digital inclusion in our communities – Foster a diverse and accountable governance – Protect and secure data, infrastructure and identity – Net Zero by 2030 – Supply Chain Traceability and Transparency – Reduction of GHG Emissions by 25% in the next 5 years Responsible No poverty Zero hunger Quality education Gender quality Reduced inequalities #1 #2 Good health and well-being #3 #4 #5 #10 Peace, justice and strong institutions Partnerships for the goals Industry, innovation and infrastructure #16 #17 #8 #9 Decent work and economic growth Climate action Responsible consumption and production Life below water #13 #12 #15 #14 Life on land Affordable and clean energy Sustainable cities and communities Clean water and sanitation #7 #11 #6 e.g. UN Sustainability Development Goals (SDGs)
  • 20. Intelligent assets, facilities and infrastructure Operational insights to drive clean energy transition, efficient waste management, and decarbonization Responsible computing and green IT Responsible computing to enable sustainable IT and drive social impact Sustainable supply chains and circularity Intelligent workflows for equitable, transparent, and carbon regenerative supply chains ESG Data, Reporting and Risk Management System of record for ESG data and insights to measure, report, operationalize and achieve your sustainability roadmap Sustainability Strategy and Roadmap Co-creating a sustainability agenda and pathways towards delivering corporate social impact and business value Create a single system of record for ESG data to establish a clear baseline IBM Sustainability Software / © 2022 IBM Corporation
  • 21. How are you capturing, consolidating, and analyzing your sustainability data? IBM Sustainability Software / © 2022 IBM Corporation 21 Utility billing data Transport and stationary fuels Refrigerants & fugitive gases Electricity produced Building Management, IoT, and Meter data Certificates & offsets Social Data Waste & recycling Company metrics Materials Production metrics Transportation Building metrics Fleet and Carrier data Weather data Electric RECs, carbon effects Community investment, donations, volunteer hours Diesel, petrol, LPG, propane aircraft fuel, LNG, bio-fuel 300+ waste & recycling data types Headcount, rooms, beds, meals, sales 100+ gas types 100+ material types, construction and building Unit, tonnes, $, litres, hours Solar, wind, bio-gas, hydro, thermal Air travel, taxi, train, car m2, FTEs, occupant hours, building ratings, visits NMI meters, smart meters, sub-meters, control signals, sensors Shipping Costs HDD, CDD, rainfall, humidity, irradiation Gas Water Data Governance Data Diversity, inclusion, equity Systems Technology Infrastructure Organizational level 1. ERP (financial) 2. Health & Safety 3. HR 4. Asset Management 5. Supply Chain Management External frameworks 1. TCFD 2. CDP 3. GRESB 4. SASB Building level – BMS/BAS – Metering EDGE/ 5G Devices – Mobile – IoT Devices – RFID Environmental – Weather Stations – Radar – Geospatial – Satellite imagery – Geiger-mode LIDAR Employee Computers Public Cloud Private Cloud On-Prem Data Centers Hybrid multi-cloud Artificial intelligence Advanced analytics Blockchain 5G & mobile technology Airline specific data capture Legend
  • 22. Intelligent assets, facilities and infrastructure Operational insights to drive clean energy transition, efficient waste management, and decarbonization Responsible computing and green IT Responsible computing to enable sustainable IT and drive social impact Sustainable supply chains and circularity Intelligent workflows for equitable, transparent, and carbon regenerative supply chains ESG Data, Reporting and Risk Management System of record for ESG data and insights to measure, report, operationalize and achieve your sustainability roadmap Sustainability Strategy and Roadmap Co-creating a sustainability agenda and pathways towards delivering corporate social impact and business value Connect your ESG data management with the systems that run operations to drive transformation IBM Sustainability Software / © 2022 IBM Corporation
  • 23. Reduce emissions Energy efficient facilities and assets Longer asset life Climate risk mitigation Regulatory compliance Where is the opportunity in sustainable operations? IBM Sustainability Software / © 2022 IBM Corporation 23 Airlines with a network of Physical Assets Airlines with a large IT Infrastructure Airlines with complex Supply Chains Increased productivity 52% 75% 20%–30% Reduction in infrastructure spend Reduction in expedited freight costs Reduce emissions Lower cost of IT Improved power utilization Regulatory compliance Enable track and trace Lower product carbon footprints Reduce fuel consumption Deliver sustainable sourcing Scope 3 emissions Regulatory compliance
  • 24. Get started with IBM Sustainability Software today. IBM Sustainability Software / © 2022 IBM Corporation 24
  • 25. Capabilities Qualifiers The following pages list a number of capabilities that come from each of the representative product areas. Some of them are not industry/sustainability specific capabilities but highlight key value of the products around improving operational efficiencies for their business. You should remove the capabilities that you don’t think are relevant for your client’s needs. 25 DELETE THIS SLIDE BEFORE SHARING IBM Sustainability Software / © 2022 IBM Corporation
  • 26. IBM’s sustainability solutions Intelligent assets, facilities and infrastructure Maximo TRIRIGA Responsible computing and green IT Turbonomic z16 | LinuxONE IBM Cloud Sustainable supply chains and circularity Sterling Order Management Supply Chain Intelligence Suite ESG Data, Reporting and Risk Management Envizi, Environmental Intelligence Suite, social and climate risk intelligence Sustainability Strategy and Roadmap Garage for Sustainability (co-creation) Sustainability strategic advisory services Turn sustainability ambition into action with IBM and an ecosystem of partners IBM Consulting and Ecosystem Partners Strategy, experience, technology, managed services capabilities IBM Technology and Ecosystem Partners Infused with AI and hybrid cloud technologies
  • 27. IBM Sustainability Software IBM Sustainability Software / © 2022 IBM Corporation 27
  • 28. – IBM Consulting Sustainability Services: – Co-Create: Collaborate to assess your problem statement and learnings and we’ll create a clear path forward – Co-Execute: Create processes, methods and tools for delivery and scaling of sustainability initiatives – Co-Operate: Scale your sustainability solutions using the Green Compass framework to roadmap, measure continuous improvement and innovate Garage for Sustainability, Materiality, Data & Technology… IBM Sustainability Software / © 2022 IBM Corporation 28 Nature, Climate Risk Assessment + Adaptation Sustainable Finance + ESG Reporting Responsible Computing + Green IT Decarbonization + Clean Energy Transition Sustainable Supply Chain + Circularity
  • 29. … for Developing an Aligned Sustainability Strategy/Roadmap IBM Sustainability Software / © 2022 IBM Corporation 29 Blending classic corporate strategy, risk management and maturity assessments Align on the sustainability vision, aspirations and key opportunities for the Sustainability Garage team to then create an initial point of view on alongside SMEs. Sustainability Briefing Workshop Map out key transformation milestones for each sustainability play in focus. This should enable us to then create a backlog of ideas for how to get there. Sustainability Framing Workshop Sustainability Execution Determine the baseline, develop the strategy and vision, co-create the roadmap vision and how we will get there, identify initiatives & high- level backlog items For each of our sustainability themes/objectives, we further specify the key outcomes and how we will measure these for success. A high-level strategy roadmap We map out our aims and key transformation milestones for each sustainability play in focus. This should enable us to then create a backlog of ideas for how to get there. Key outcomes and value measurements Green Compass framework Understand areas to track, report and innovate to meet tomorrow’s sustainability requirements, build brand equity and top line growth.
  • 30. Envizi ESG Suite… 30 Emissions Management ESG Reporting Decarbonization Scope 1, 2 GHG Accounting + Reporting ESG Reporting Frameworks Scope 3 GHG Accounting + Reporting Building Ratings + Benchmarks Target Setting + Tracking Value Chain Surveys + Assessments Utility Bill Analytics Interval Meter Analytics Sustainability Program Tracking Data Management - Single System of Record – Build a data foundation and integrated system of record that delivers auditable, finance-grade ESG and sustainability data – Streamline reporting to meet internal and external ESG and sustainability reporting requirements – Integrate internal and external stakeholders, process and technology to embed sustainability into daily operations – Accelerate decarbonization by unlocking insights to inform the fastest and most cost-effective pathway to decarbonization – Improve transparency and meet increasingly stringent regulations around plastic and e-waste, emissions, and transportation IBM Sustainability Software / © 2022 IBM Corporation
  • 31. … for ESG Data Management, Reporting and Analytics IBM Sustainability Software / © 2022 IBM Corporation 31 Automate the collection and consolidation of 500+ data types, analyze and identify efficiency opportunities and sustainability risks, and report against major, internationally recognized ESG reporting frameworks. Measure Scope 1, 2, and 3 emissions to identify excessive energy usage, waste, and other inefficiencies Emissions Management Streamline ESG disclosures to reduce complexity of ESG reporting and minimize risk ESG Reporting Stand up and track programs for net zero emissions target, analyze utility/energy consumption to identify hotspots ESG Performance Emissions Management ESG Reporting ESG Performance
  • 32. – Monitor for disruptive environmental conditions such as severe weather, storm systems, flooding, or poor poor air quality and send alerts when detected – Predict potential impacts of climate change and weather across operations using climate risk analytics – Gain insights into potential operational disruptions and prioritize mitigation and response efforts Environmental Intelligence Suite... IBM Sustainability Software / © 2022 IBM Corporation 32 Monitor Weather and Climate Risk Renewables Forecasting Analytics environment storing +750 data layers Geospatial Data/Maps Inform Personnel of Changing Conditions Weather Alerts Advanced Weather Science for Airports Airline Route Optimization
  • 33. 33 … for Climate Risk Management 33 Empower airlines with timely, fact-based and actionable earth intelligence and observations to proactively plan and manage the economic impact of severe weather and climate change events on their business; built on the world’s most accurate and scalable weather data. Weather alerting/dashboard provides line of sight to operational risk and preparation measures Weather Forecasting & Event Management Climate risk engine delivers insights into climate risk for improved operational and routing decisions Climate Risk & Geospatial Analysis Emissions visibility & reduction Minimize damage to properties Weather forecasting for operational risk Minimize unscheduled maintenance IBM Sustainability Software / © 2022 IBM Corporation Enhanced data modeling capabilities provide insights into climate risk around area of interest and help optimize operations Advanced Weather Data Models
  • 34. IBM Sustainability Software / © 2022 IBM Corporation Prepare for extreme weather events Determine risk exposure Optimize for changing weather patterns Take control of your service environment Environmental Intelligence Suite helps carriers leverage climate data across operations Analyze climate data to identify areas of stressed resources and create more resilient operations Leverage LiDAR and geospatial analysis to have full visibility of service territory Use predictive analytics to prepare for inclement weather and create response plans Apply industry scoring methodology for criticality, determining what proactive measures to take 34
  • 35. 35 Maximo Application Suite… IBM Sustainability Software / © 2022 IBM Corporation 35 Optimize Assets for Sustainable Growth Manage Monitor and Detect Inefficiencies Monitor 360 View of Assets such as health, criticality, and risk scoring Health Predictive Failures of airline and fleet operations Predict AI-Powered Insights in cards, map view, spreadsheet view Visual Inspection Schedule Work and Resources Schedule Technician Work Execution Mobile Prescriptive Assistance Assist Actionable Insights for Worker Safety Safety Intelligent Enterprise Asset Management solution designed to help airlines: Predict failures in advance by employing maintenance and replacement strategy with AI and prebuilt data models Visualize performance of systems from HVAC to jet engines using aggregated historical and current data 1 2 3 Maintain facilities, fleets, and infrastructure Monitor and measure operations Improve reliability to meet timetables Minimize outages, downtime, and interruptions that delay flights and result in complaints
  • 36. 36 …for Sustainable Asset Management and Reliability Optimization IBM Sustainability Software / © 2022 IBM Corporation 36 Optimize maintenance scheduling to achieve peak performance of fleets and service equipment Asset Management & Maintenance Asset Reliability and Optimization Increase equipment function, reliability, and worker safety through constant monitoring, replacing least effective assets Asset Monitoring and Fault Detection Establish resilient and efficient operations to extend the life and sustainability of fleets, hangars, facilities, fuel lines and more to reach emissions targets and minimize waste. Emissions Reduction Extend the life of assets Predicted failure & waste reduction Remotely monitored & managed Extend the life of planes and equipment, utility lines, and more to decrease waste & embodied carbon while improving energy efficiency Reliable Operations
  • 37. Manage airline assets successfully IBM Sustainability Software / © 2022 IBM Corporation 37 Predict — Optimize maintenance and replacement actions based on predicted risks plus historical and current asset health and weather data — Determine risk exposure based on industry scoring methodology, setting alerts for instances when action is required Manage — Centrally manage assets — such as planes, tugs, and equipment — on a single platform — Use prebuilt data models for key asset classes such as fleets, and determine health, criticality, end-of-life probability and effective age — Remain in compliance with regulatory requirements
  • 38. TRIRIGA Application Suite… IBM Sustainability Software / © 2022 IBM Corporation 38 Manage facilities, analyzing financial and emissions impacts Real Estate Management Preventive and corrective maintenance to reduce costs Operations and Maintenance Corporate office planning and space reservation Space Management Manage project budget and track footprint Capital Projects Management Real Estate Environmental Sustainability Integrated workplace management solution to help airlines: On-board and manage office space Dispose underutilized space 1 2 3 Reduce energy consumption Expand operations to meet demand while minimizing carbon footprint Optimize utilization to increase efficiency and sustainability, reducing operating costs Transition facilities and their leases responsibly to right-size operations in a post-covid world and serve customers without interruption Upgrade existing facilities
  • 39. …for Sustainable Real Estate and Facilities Management IBM Sustainability Software / © 2022 IBM Corporation Optimize real estate portfolios and drive more sustainable facility infrastructure by driving decarbonization, minimizing resource consumption, and generating less waste. Reduce carbon footprint of buildings and enhance profitability Building & Space Optimization Improve project transparency and meet sustainability goals with a unified system of record, improving return on invested capital Energy Efficiency Program Tracking Increase energy efficiency, equipment performance, and tenant comfort to promote an ideal employee environment HVAC Equipment Monitoring & Building Fault Detection Reservations from anywhere on any device Energy certifications Sensors Digital twin AI assistance Workplace services apps Indoor wayfinding Dynamic spaces 39
  • 40. Turbonomic Application Resource Management… IBM Sustainability Software / © 2022 IBM Corporation 40 Automated resource levels Data Center Efficiency Scale cloud native apps Cloud Workload Optimization Data Center Performance Optimization Supported on AWS, GCP, Azure for compute, storage, K8 Cloud Migration Planning App-driven, optimized planning ensures responsible cloud consumption 1 Expand digital and data storage capabilities Scale digital capacity to manage data without costly capital investments, improving network reliability and customer experience 2 Get applications the right amount of resources Ensure applications operate at peak performance at the minimum required amount of energy, reducing data center emissions 3 Meet service level objectives at minimal cost House cloud native apps in the public cloud, using containerized microservices to scale out and back in accordance with utilization forecasts
  • 41. 41 IBM Sustainability Software / © 2022 IBM Corporation … for Efficient, Scalable Datacenters and Cloud Systems IBM Sustainability Software / © 2022 IBM Corporation 41 Green IT Infrastructure Right sizing and suspending hosts in the Cloud ultimately saves on the customer’s energy usage Data Center Optimization Report on energy consumption related to IT Infrastructure and Applications to improve energy efficiency, equipment performance, and extend asset life Data Center Performance Measurement and tracking on Cloud workloads increases transparency and reduces power usage Cloud Workload Tracking & Optimization Cloud Workload Tracking & Optimization Data Center Efficiency Data Center Performance Optimization Optimizing application resource consumption either in the datacenter, the public cloud, or both improves an organization’s long-term energy consumption profile Elastically scale modern apps based on response-time Sustainable Elastic Cloud
  • 42. Supply Chain Intelligence Suite; and IBM Sustainability Software / © 2022 IBM Corporation Sterling Order Management … Transparent Supply Intelligent Promising Built in intelligence and execution Intelligent Insights Exception based operations freeing up staff for higher value Workflow Automation Multi-echelon Visibility Correlate events across multiple enterprises Trusted Network Real-time information exchange across ecosystem Manage, view, edit, and share documents with partners Document Management Track goods from origin to consumer Full Transparency Consumer Connections Share sustainable practices with consumers Product Carbon Footprint Share standardized PCF data Manage order lifecycle through its fulfilment process Order Orchestration Provide visibility into order status and progress across all channels Real-Time Order Visibility Inventory Visibility Accurate real- time view into latest inventory positions and availability Smart Sourcing Smarter sourcing and fulfillment decisions at the lowest cost-to-serve Optimized fulfilment choices lowers inventory, shipping and carbon costs Fulfilment Optimization Support circularity with efficient returns processing for rentals, repair or resale Reverse Logistics Supply Collaboration Manage impact of supply disruptions by tracking inbound POs and replenishments Delivery Services & Scheduling Accurate delivery and appointment tracking checking capacity and slot availability
  • 43. … for Traceable, Optimized and Decarbonized Supply Chain Management IBM Sustainability Software / © 2022 IBM Corporation 43 Trace products back to the source & capture sustainability characteristics, maintaining a digital chain of custody & audit trail to support provenance and sustainability claims Product Traceability & Provenance Receive optimized recommendations for inventory and reorder levels, further cutting waste and environmental impact by reducing the need for emergency shipments Inventory Optimization Capture, display, and share trusted ESG data about your products & suppliers across your business to prove responsible sourcing and gain visibility into the social & environmental impacts of your supply chain. Manage disruption with real-time intelligence and actionable recommendations Create trust and transparency—built to scale and backed by blockchain Orchestrate actions across disparate business functions and extended ecosystems Deliver on customer promises with global visibility of orders and inventory Raw materials Suppliers Logistics Manufacturer s Warehouse Distribution channels Customer End to end supply chain orchestration – from inventory transparency to order management optimization Reduce fulfilment costs and carbon footprint by optimizing inventory and location choices and consolidating shipments to reduce shipping cost, and finished goods wastage Optimized Fulfilment
  • 44. IBM Sustainability Software / © 2022 IBM Corporation 44 Case Studies
  • 45. 45 IBM Garage for Sustainability Stories How can blockchain help stop the flow of conflict minerals? How could climate data transform businesses’ financial decision- making? How does a power company use AI to harness renewable energy? How can the energy industry cut time to market for wind power? How can AI help reduce landfill waste? How is blockchain paving the way for reduced ocean pollution? How can cloud technology increase wind farm output? How does a fertilizer company use digital farming to feed a growing planet? How can fashion retailers reduce unsold inventory and increase profitability? How can lumberjacks provide insight to help prevent deforestation? How can AI help reduce energy usage and CO2 emissions? How can the energy industry increase electromobility without killing the power grid?
  • 46. 46 Ensure reliable equipment operations, adaptability and operational resiliency. Meet business need for space effectively while delivering positive employee experience. Optimize application utilization and workload management to reduce data center energy consumption. Improve process for the collection of energy and related data to enable more timely and accurate reporting and identify efficiency opportunities. IBM Maximo Application Suite IBM Tririga Application Suite IBM Turbonomic Application Resource Management IBM Envizi Sustainability Performance Management Challenges Solution Benefits Intelligent asset management, monitoring, and predictive maintenance capabilities spot problems before they impact system and energy performance. IBM IBM Sustainability Software / © 2022 IBM Corporation Internal deployment of IBM solutions addressing both operational and sustainability objectives Consolidating data and leveraging advanced analytics and workflow tools to drive improved performance in energy management and against our energy and climate goals. Optimizing space utilization across real estate portfolio leading to resource (e.g., energy, water) reduction. Continuously and proactively analyze and optimize application demand and resource supply, improving energy efficiency while reducing resource congestion and latency impact.
  • 47. Case Studies IBM Sustainability Software / © 2022 IBM Corporation 47 IBM’s Solutions for Airlines
  • 48. 48 - 70% lift in quality of weather data for smarter flight planning - Increased passenger comfort and safety by avoiding difficult flying conditions - Optimizes fuel efficiency, reducing carbon footprint and fuel costs Alitalia IBM Sustainability Software / © 2022 IBM Corporation - Wanted to dodge bad weather for seamless, smooth flying - Customer experience plays a key role in competitiveness vs. rival carriers - Long haul flights can see multiple different weather and climate conditions during a single journey Challenges Using Weather Company data, Alitalia enjoys highly accurate, early, and actionable insights into hazardous weather conditions along flight routes. Through IBM’s solution, the company was empowered with the world’s best weather data to make informed decisions. Its capabilities surpassed that of the government sources it was previously using, enabling more efficient operations and smooth customer experiences. Solution Benefits Monitoring Weather 48
  • 49. 49 - Helps increase passenger comfort - Significant reduction in turbulence-related injury to flight crews since implementation - Boosts fuel efficiency and on- time arrivals by helping pilots find more optimal routes Southwest IBM Sustainability Software / © 2022 IBM Corporation - Wanted to identify and bypass turbulent air space - Turbulence increases drag, which reduces flight speed and fuel efficiency - Vibrations can damage aircraft and reduce useful life - Many pilots used black-and- white weather printouts before flight Challenges Using Weather Company data, Southwest has been able to replace black-and-white weather maps with real-time visibility, complementing short-range radar systems in the cockpit. Southwest turned to IBM to embark on its digital transformation, enabling its pilots to get the same data as its flight dispatchers on the ground. This has enabled the company to provide an optimal, unified customer experience across operations. Solution Benefits Monitoring Weather 49
  • 50. 50 - Helps predict the likely impact of severe weather on key travel hubs - Optimizes schedules to help reduce the risk of delays and cancellations - Keeps more passengers moving and limits disruption to continuing journeys Alaska Airlines IBM Sustainability Software / © 2022 IBM Corporation - Faces some of the most severe weather in the world, especially during winter - Lower 48 states have a harder time adjusting to extreme events - Minor reductions in capacity at a hub airport can trigger chain reaction across network - Explosive YoY passenger growth Challenges To enhance its decision-making capabilities, Alaska Airlines deployed integrated solutions for flight planning, tracking and monitoring. The solutions also provide better situational awareness, helping dispatchers and flight crews respond to changing conditions in near-real time. When severe storms hit the lower 48, Alaska Airlines now uses forecasts from The Weather Company to proactively optimize its schedules. Faster access to information equips Alaska Airlines to make better- informed decisions that help more passengers arrive on time. Solution Benefits Monitoring Weather 50
  • 51. 51 - Achieved end-to-end visibility to process files more quickly and securely than ever before - Airline able to manage loyalty program to attract new customers and retain existing base Qantas Loyalty IBM Sustainability Software / © 2022 IBM Corporation - Qantas Loyalty needed to replace a 15-year-old legacy managed file gateway system with a new solution that would be scalable and provide robust out-of-the-box functionality - Required solution which could manage a large set of data with minimal oversight Challenges Using IBM Sterling Control Center software, Qantas Loyalty can now manage its reward programs from end to end, increasing overall visibility and control. The combined solution provides a more flexible onboarding framework with repeatable processes for use by all trading partners, which helps improve customer service. Solution Benefits Managing programs 51
  • 52. 52 Case Studies IBM Sustainability Software / © 2022 IBM Corporation 52 Envizi
  • 53. 53 - $100K operational cost savings - Several areas of energy wastage found in first months of operation - Demonstrated ability to monitor and analyze aged legacy BMS system - Reinforced the value that data analytics can provide over and above programmed maintenance Large Airport Terminal IBM Sustainability Software / © 2022 IBM Corporation - Customer running legacy Honeywell BMS with distributed air handling systems and a centralized water-side plant - Complex and energy intensive HVAC assets with little equipment-level energy transparency - Difficult to detect and diagnose energy wastage with no way of verifying the financial benefit of maintenance services Challenges The client deployed Envizi’s Equipment Fault Detection Module along with software metering on 50 of the largest Air Handling Units (AHU) and Return Air Fans (RAF) in the main terminal building. Envizi demonstrated the ability to monitor and analyze an aged legacy BMS system, showing the value that analytics provides over and above programmed maintenance. For example, equipment was operating 24 x 7 when not required to, leading to implementation of heating and cooling stop time optimization at the end of each day. Solution Benefits Facilities Management 53
  • 54. 54 – Achieved 12% total energy reduction in 12 months, increasing NABERS rating by 0.5 stars – Additional cost savings are expected once peak demand reduction strategies are implemented Commercial Office Building IBM Sustainability Software / © 2022 IBM Corporation - Complex and energy intensive HVAC systems with limited equipment-level transparency - Root causes of wasted energy difficult to detect and diagnose - No way of understanding or managing peak demand - Equipment operating on public holidays on low efficiency settings Challenges Envizi EFD enabled an A-grade, 4.5 star NABERS energy building to still achieve significant efficiency improvements. Using HVAC fault detection and software metering on 49 HVAC equipment items, property managers and tenants realized substantial efficiency gains. With data transmitted to the cloud, HVAC analytics provided a level of insight that substantially reduced the amount of time and effort needed to investigate and resolve issues, simultaneously supporting efficiency optimization efforts. Solution Benefits 54 Improving efficiency
  • 55. 55 Celestica IBM Sustainability Software / © 2022 IBM Corporation 5 With sites spread across 15 countries, Celestica Inc. — a provider of manufacturing and supply chain solutions — had found its environmental, social and governance (ESG) efforts to be rather cumbersome and difficult to audit. Making the smart, ethical choice is tough to do without the right data, particularly for questions concerning environmental and social impact. Challenges With IBM Envizi sustainability performance management software, the business can now more easily monitor ESG practices, tracking performance with real-world data against science-based standards. – Compiles and transforms data into usable outputs and helps eliminate errors from manual data entry – Automation of complex calculations and reporting produces finance-grade, auditable data Solution Benefits Monitoring data “This governance model will trickle down into each team, tying sustainability into all aspects of the business.” Jessica Peixoto Sustainability Manager, Celestica Inc.
  • 56. 56 – Brings together Metcash’s environmental data, including energy, fuel, water, and carbon emissions into single system of record – Anticipated 72,266 kwh reduction in power usage, or 58.75 tons of CO2 – $68,670 AUD reduction in annual power bill, resulting in 3-4 year payback Metcash IBM Sustainability Software / © 2022 IBM Corporation - Leading wholesale distributor of consumer goods seeking to streamline data capture and eliminate manual processes - Possessed existing SAP system and utilities and expected seamless integration - Needed to manage reporting process for Australia’s National Greenhouse and Energy Reporting Scheme (NGERS) Challenges Metcash turned to Envizi to support energy and water-saving programs to save the company millions. Its key goals included reaching ambitious sustainability targets and better measuring and managing emissions. Metcash previously relied upon manual data capture to record data and meet NGER goals, but Envizi enabled the company to save time and money. Now, it is assessing the impact of new capital works to enhance efficiency, using its savings to reinvest in improved infrastructure. Solution Benefits 56 Measuring emissions
  • 57. 57 – Over $50K energy cost savings opportunities identified over the first eight weeks of operation – Enabled greater coverage with fewer resources – Expected increase in asset value through reduction of energy costs / OPEX Retail Shopping Center IBM Sustainability Software / © 2022 IBM Corporation - 185 stores and services with complex and energy-intensive HVAC systems - Limited equipment-level transparency - Root causes of energy waste difficult to detect and diagnose - High number of distributed assets and time-poor FM staff Challenges This retail shopping center covers more than 70,804 square meters over three levels, and management turned to Envizi to identify areas of energy waste. Envizi’s Equipment Fault Detection module enabled enhanced visibility across a large set of stores and services. Additionally, the shopping center deployed software metering on 119 items of HVAC equipment, supporting automation efforts and integration with their existing Johnson Controls BMS. Solution Benefits 57 Gaining visibility
  • 58. 58 Case Studies IBM Sustainability Software / © 2022 IBM Corporation 58 Maximo Asset Management
  • 59. 59 – Managed 80,000 assets over 7,000 acres – Able to track and respond to work orders anywhere, anytime – Mapped airport using digital twin technology for faster response times and clearer operations Amsterdam Airport Schiphol IBM Sustainability Software / © 2022 IBM Corporation - Amsterdam Airport Schiphol moved nearly 70 million passengers and 1.8 million tons of cargo in 2017, making it the third-largest airport in Europe - Asset management was one of Schiphol’s top strategic priorities along with its focus on an ongoing digital transformation initiative - Airline customers demanded flexibility, service, and comfort Challenges Schiphol augmented its core Maximo solution by implementing two new complementary software offerings. The first was the use of IBM Control Desk software for receiving and automatically prioritizing service incidents. The second was the adoption of a new mobile version of IBM Maximo software called Maximo Anywhere software. Together, these tools improved the efficiency with which its specialized subcontractors addressed asset maintenance. Schiphol achieved more smiling faces in and around its airport by Solution Benefits Managing anywhere 59
  • 60. 60 – 80% elimination of maintenance paperwork – Improved insights by 50% across all contractors via real- time dashboards – 40% improvement in inspector productivity Riyadh Airports Company IBM Sustainability Software / © 2022 IBM Corporation - Seeking to transition King Khalid International Airport into an IoT, show-stopping gateway to Saudi Arabia - Tracking more than 50,000 individual assets with multiple siloed maintenance and inventory systems - Existing workflows dated back to 1980 Challenges The RAC team chose the Maximo solution as the foundation for the airport’s modernized maintenance operations. RAC found that Maximo can enable complete oversight and maximize asset performance. RAC collected and validated system data through all stakeholders across every single asset at KKIA, ranging from air conditioning units to escalators. After configuring the new system, the team trained more than 400 users in just three weeks, with full implementation within seven months, deploying ahead of schedule. Solution Benefits Creating an IoT world 60
  • 61. 61 Case Studies IBM Sustainability Software / © 2022 IBM Corporation 61 TRIRIGA
  • 62. 62 – Deployed system that was 80% out-of-the-box with minimal adjustment needed – Successfully consolidated siloed systems across 2,200 buildings globally – Improved service fulfillment throughout BNPP’s operations BNP Paribas IBM Sustainability Software / © 2022 IBM Corporation - Eighth largest global bank by assets with a presence in 77 countries - Needed a single repository to manage properties and track/ improve responsiveness - Handle 130,000 service requests and want to reduce the number of applications and interfaces while gaining mobility Challenges BNP Paribas looked to TRIRIGA to consolidate its real estate operations, deploying space management and CAD integration to visualize its space. It integrated seamlessly with BNPP’s complex systems for organizations, chargebacks, HR, and locations to remove data silos. TRIRIGA was configured for BNPP’s portfolio along with specific service contracts, RFQ processes, and request services. Taken together, TRIRIGA provided an encompassing solution to help BNPP manage its large network. Solution Benefits Removing data silos 62
  • 63. 63 – Managed costs by operating disparate facilities as an integrated organization, sharing data and processes across operations – Developed 5-year plan to manage $150M in projects, with 15K assets and 25K work orders – Projects prioritized by criticality and mission impact to distribute funding effectively Serco IBM Sustainability Software / © 2022 IBM Corporation - Serco manages 19 museums, 21 libraries, 9 research centers, and the National Zoo for the US government - Highly diverse portfolio of facilities intended for the public - Used many different legacy systems to input and analyze data - Looking to build comprehensive strategy to manage portfolio Challenges Serco looked to TRIRIGA to manage its real estate portfolio and allocate space using Reserve. It also managed work orders through Request Central, ultimately capturing sufficient data to justify capital improvements. TRIRIGA provided a single repository for Serco’s data, streamlining reporting and managing PPE inventory during the ongoing COVID crisis. Ultimately, Serco has become the first agency to utilize BIM data to improve facility management. Solution Benefits 63 Managing facilities
  • 64. 64 Case Studies IBM Sustainability Software / © 2022 IBM Corporation 64 Turbonomic
  • 65. 65 – Performed more than 400 actions to boost performance and efficiency in the first seven days of use – Reclaimed nearly 450 GB of memory housed within 47 clusters – Enabling automation in server build process, providing insight into what degree of resources will be needed as the business grows Litehouse Foods IBM Sustainability Software / © 2022 IBM Corporation – Needed a more efficient, flexible way to ensure the performance of business and manufacturing applications – Need systems running 24 x 7 x 365 without risk of unplanned downtime – Third-party resource and load balancing system used previously was insufficient to meet business needs Challenges Litehouse uses Turbonomic to intelligently and dynamically resource the company’s applications. They could use Turbonomic to truly match demand to supply and assure performance while also consolidating workloads. Once the COVID-19 pandemic hit, the Litehouse team grew increasingly concerned about the dramatic ups and downs in business activity and demands on its data center. With Turbonomic in place, however, its business remained resilient and the team faced very little concern around its data usage. Solution Benefits Dynamic resourcing 65
  • 66. 66 Metzler Bank IBM Sustainability Software / © 2022 IBM Corporation – Needed holistic understanding of infrastructure to meet the needs of development teams – Predictable and reliable end user experience necessary despite extensive managed environment – Required full stack application visibility for efficiency gains and security Challenges Turbonomic enabled Metzler bank to assure application performance and preserve external client SLAs. Turbonomic immediately identified underutilized virtual machines that the team could size down. On top of resizing, the team has automated vMotions across clusters to better maintain healthy performance rather than manually solving issues on the fly. The control platform helped assure that the system could operate at peak performance. – 10% VM growth without additional hardware purchases – 24/7 performance assurance with automated resource decisions support – Secured more capacity and better performance without sacrificing one for the other Solution Benefits 66 Assuring performance
  • 67. Benefits / Outcomes IBM Sustainability Software / © 2022 IBM Corporation 67
  • 68. Our software capabilities enable clients to... IBM Sustainability Software / © 2022 IBM Corporation 68
  • 69. Benefits & Outcome Qualifiers The following pages list a number of benefits and outcome improvements that come from each of the representative product areas based on client input. Most of them are general, cross industry benefits and outcomes which are not specific to a financial services company. We have included all the capabilities pages in the presentation for the “art of the possible” discussion even though some may not be relevant for a financial company, but are included for completeness 69 DELETE THIS SLIDE BEFORE SHARING IBM Sustainability Software / © 2022 IBM Corporation
  • 70. Use data and analytics to underpin the low carbon future IBM Sustainability Software / © 2022 IBM Corporation 70 7B Records uploaded annually +15 Supported ESG reporting frameworks 500 Data types captured Embedded GHG emission calculation engine Emissions Management ESG Reporting ESG Performance
  • 71. Ensure business continuity with weather and environmental based insights IBM Sustainability Software / © 2022 IBM Corporation 71 1%–5% Revenue growth 1%–10% Reduced operating costs Minimize unscheduled maintenance Event prediction-based maintenance to minimize disruption Minimize damage to properties Worker safety
  • 72. 72 Transform how you manage and maintain industrial assets IBM Sustainability Software / © 2022 IBM Corporation 72 10%-20% Increased up time and availability 15%-40% Saved labor hours 10%-30% Reduced maintenance and replacement costs Centralized asset management Expectation for longer asset life Reliable Operations Predict failure & dispatch repair crew Renewable power Sensors Worker health & safety
  • 73. Optimize how you operate real estate assets IBM Sustainability Software / © 2022 IBM Corporation 73 99% Faster space utilization insights 10% Reduction in utilities costs 20% Increased facilities utilization Indoor wayfinding Sensors Energy certifications Digital twin Dynamic spaces Workplace services apps Reservations from anywhere on any device AI assistance
  • 74. Build intelligent, resilient supply chains IBM Sustainability Software / © 2022 IBM Corporation 74 Raw materials Suppliers Logistics Manufacturer s Warehouse Distribution channels Customer End to end supply chain orchestration – from inventory transparency to order management optimization 18% Reduction in inventory levels 75% Reduction of late orders 52% Reduction in expedited freight costs Orchestrate actions across disparate business functions and extended ecosystems Manage disruption with real-time intelligence and actionable recommendations Create trust and transparency—built to scale and backed by blockchain Deliver on customer promises with global visibility of orders and inventory
  • 75. IBM Sustainability Software is recognized for industry leadership in design, innovation and impact IBM Sustainability Software / © 2022 IBM Corporation 75 Maximo Visual Inspection 2022 Ford IT Innovation award https://www.ibm.com/blogs/internet-of- things/ford-it-innovation-award-ibm/ Maximo Mobile & Maximo Monitor 2021 Spark Gold winner for design https://www.sparkawards.com/ IBM Weather Company 2021 ForecastWatch ‘World’s Most Accurate Forecaster’ https://weather.com/news/news/2021-07-28-ibm- weather-company-forecast-accuracy TRIRIGA 2021 International Facility Management Association Center of Excellence recognition https://www.ibm.com/blogs/internet-of- things/ibm-global-real-estate-wins-prestigious- award-for-facility-management-achievement/ *Spark is an international design award competition created to promote great design and to recognize talented designers. The Spark program acknowledges excellence in design across product design, space design, transport and mobility design, digital design (including UI and UX), graphic design, and package design. Envizi Sustainability Performance Management Sustainability leader in the Verdantix 2022 Enterprise Carbon Mgt Software study https://www.ibm.com/blogs/internet-of- things/verdantix-net-zero/ Supply Chain Intelligence Suite Artificial Intelligence Excellence Awards https://www.bintelligence.com/blog/2022/3/22/6- people-26-companies-and-65-products-awarded- for-excellence-in-artificial-intelligence
  • 76. IBM Consulting / © 2022 IBM Corporation 76 Join Us Guiding clients on their journey to becoming a Sustainable Enterprise and putting impact and ethical innovation at the center of everything we do. Re-imagining, re-thinking and revolutionizing the world in which we live and work in. IBM Sustainability
  • 77.
  • 78. Sources IBM Sustainability Software / © 2022 IBM Corporation 78 Slide 5 World Resources Insitute, ICF, IATA, ABBB, McKinsey, UNFCC, Science Direct Slide 6 EPA.gov, Harvard Law, EU Climate Action, ICF, ICAO (1), S&P Global, CORSIA, IATA, ICAO (2), India GAP Slide 7 Delta, American, Lufthansa, United, Air France, Southwest Slide 12 McKinsey Case Studies *See hyperlinked titles