AUGMENTED ANALYTICS
THE FUTURE OF DATA & ANALYTICS
Andy Painter (Regional Manager) May 2020
andrewp@altis.com.au
1Commercial-in-Confidence
2Commercial-in-Confidence
Data Scientists
Automated and
Unemployed by 2025?
https://www.datasciencecentral.com/profiles/blogs/data-scientists-automated-and-unemployed-by-2025-
update
AGENDA
3
• Welcome
• WHAT: is Augmented Analytics
• WHY: it’s important to action today
• HOW: to start
• Summary
• Q & A
Commercial-in-Confidence
Australia and New Zealand’s largest
privately owned Data & Analytics
consultancy
For 22 years, we have been combining
industry expertise with technical capability
to deliver tangible business outcomes while
maintaining the Altis ethos of Connecting
with Courage, Heart and Insight.
Established in 1998
Offices in Sydney, Brisbane, Melbourne,
Canberra, Auckland and London
Vendor independent
ABOUT ALTIS
115+ 4Commercial-in-Confidence
Altis NAMED IN GARTNER’S MARKET GUIDE
5Commercial-in-Confidence
For the second year in a row, Altis Consulting has been recognised in
Gartner Inc.’s “Market Guide for Data and Analytics Service Providers”.
The report identifies service providers with a proven track record of
delivering successful analytics programs.
Altis’ CEO, John Hoffman said, “Our inclusion in the Gartner report
reaffirms our position as the leading data and analytics service provider
in Australia and New Zealand. Our focus on utilising industry expertise,
modern technologies, and repeatable patterns to accelerate the delivery
of tangible business outcomes for our clients continues to shine through.
We are delighted to be acknowledged again.”
6
WHAT: is Augmented Analytics
Commercial-in-Confidence
7
Recap: the Analytics Journey
Commercial-in-Confidence
Time to action is
shortened through
repeatable
machine-centered
analysis
Recap: Human vs Machine decision making and
automation
Commercial-in-Confidence 8
9
Gartner coined the term Augmented Analytics in 2017
“is the use of enabling technologies such as
machine learning and AI to assist with data
preparation, insight generation and insight
explanation to augment how people explore
and analyze data in analytics and BI platforms.”
Commercial-in-Confidence
Augmented Analytics benefits
Augmented analytics is the
next-gen intelligence delivery
model running on mature
platforms that automate and
integrate activities like cleansing
the data and making it analysis
ready and detecting data
patterns - deriving insights for
easy digestion by decision
makers – all in a plug-and-play
format without the need for
supervision by a data scientist.
Today (without Augmented
Analytics)…
Known insight,
not auto
discovered
Is this fixable? If so how?
Look and sound
familiar?
Commercial-in-Confidence
11
WHY: it’s important to action today
Commercial-in-Confidence
12
It’s set to grow! Get onboard…
The global augmented
analytics market is
projected to reach
$29.8bln by 2025,
growing at a CAGR of
25.2% from 2019 to
2025.
Commercial-in-Confidence
Source: https://www.grandviewresearch.com/industry-analysis/augmented-analytics-market
13
AI in BI adoption is set to accelerate
Commercial-in-Confidence
‘The Cool Wall*’ of Augmented AnalyticsVendors (Sub
Zero)
14Commercial-in-Confidence
https://docs.microsoft.com/en-us/power-
bi/create-reports/service-insights
https://www.yellowfinbi.com/suite/signals
https://www.thoughtspot.com/spotiq
*Top Gear Cool Wall: https://topgear.fandom.com/wiki/The_Cool_Wall
Case Study 1 – Augmented Analytics Benefits (Yellowfin)
15Commercial-in-Confidence
Case Study 2 – Automated Decisioning (Altis)
CCTV image recognition solution:
The client developed a CCTV system for monitoring sewer access chambers for
overflow & blockages. Altis built a solution which used a trained Machine
Learning classification model, that can ingest the images from the CCTV image
capture system and automatically determine if an access chamber is clean or
requires maintenance.
Original Image AI Processed
Cloud
Sources
Image
Store
Virtual Machine
Predictions!
Commercial-in-Confidence 16
17
HOW: to Start
Commercial-in-Confidence
Current Data Analytics Workflow
18Commercial-in-Confidence
Augmented Analytics Workflow
19Commercial-in-Confidence
Run a Proof of Concept (POC)
1. Identify specific business cases and expectations for the new technology
2. Know your current performance baseline
3. Set your performance goals
4. Run your POC project
5. Track your metrics
6. Present the results to project stakeholders
7. Set your investment levels
8. Transition the POC to the active projects list
20Commercial-in-Confidence
21
Summary
Commercial-in-Confidence
22
SUMMARY
• Augmented Analytics is:
Augmented data preparation, insight generation and insight explanation
• Don’t get left behind its going to take off
• POC to start with
• Altis can help
• Book a Demo
• Augmented Analytics Proof of Concept (POC)
Commercial-in-Confidence
QUESTIONS
23Commercial-in-Confidence
24Commercial-in-Confidence
CONNECT WITH US
www.altis.com.au
connect@altis.com.au
+61 9211 1522
twitter.com/altis_DWBI
facebook.com/altisconsulting/
linkedin.com/company/altis-consulting/
youtube.com/AltisConsulting
25
ABOUT ALTIS
Commercial-in-Confidence
Australia and New Zealand’s largest
privately owned Data & Analytics
consultancy
For 22 years, we have been combining
industry expertise with technical capability
to deliver tangible business outcomes while
maintaining the Altis ethos of Connecting
with Courage, Heart and Insight.
Established in 1998
Offices in Sydney, Brisbane, Melbourne,
Canberra, Auckland and London
Vendor independent
ABOUT ALTIS
115+ 26Commercial-in-Confidence
Altis NAMED IN GARTNER’S MARKET GUIDE
27Commercial-in-Confidence
For the second year in a row, Altis Consulting has been recognised in
Gartner Inc.’s “Market Guide for Data and Analytics Service Providers”.
The report identifies service providers with a proven track record of
delivering successful analytics programs.
Altis’ CEO, John Hoffman said, “Our inclusion in the Gartner report
reaffirms our position as the leading data and analytics service provider
in Australia and New Zealand. Our focus on utilising industry expertise,
modern technologies, and repeatable patterns to accelerate the delivery
of tangible business outcomes for our clients continues to shine through.
We are delighted to be acknowledged again.”
OUR ETHOS
We build and maintain trusted relationships, connecting with our clients through our:
 courage to tell it like it is and step up to every challenge
 heart to care passionately about your business
 unique insight derived from our 115+ permanent staff
28Commercial-in-Confidence
Great Place To Work
10 years in a row
Our efforts have seen us recognised in BRW’s
Annual Best Places to Work 10 years in a row
since 2010.
Work180
Endorsed employer for women
We have also been endorsed as a Work180
Employer for Women. Empowering every
woman to choose a workplace where they can
thrive.
OUR ACCOMPLISHMENTS
29Commercial-in-Confidence
OUR PRODUCTS/SERVICES
30Commercial-in-Confidence
Altis NAMED IN GARTNER’S MARKET GUIDE
31Commercial-in-Confidence
For the second year in a row, Altis Consulting has been recognised in
Gartner Inc.’s “Market Guide for Data and Analytics Service Providers”.
The report identifies service providers with a proven track record of
delivering successful analytics programs.
Altis’ CEO, John Hoffman said, “Our inclusion in the Gartner report
reaffirms our position as the leading data and analytics service provider
in Australia and New Zealand. Our focus on utilising industry expertise,
modern technologies, and repeatable patterns to accelerate the delivery
of tangible business outcomes for our clients continues to shine through.
We are delighted to be acknowledged again.”
OUR CLIENTS
Utilities
Health
Higher
Education
Financial
Services
Transport &
Logistics
Government
Other
32Commercial-in-Confidence
MANAGED SERVICE CLIENTS
We manage your data for you, safely and securely, with tangible benefits.
33Commercial-in-Confidence
ALTIS CONSULTING HAVETHE EXPERTISETO DELIVER A PROGRAM OFTHIS SCOPE
AND COMPLEXITY.THEY HAVE INTERVENED ON MANY FRONTS DURINGTHE
ENGAGEMENT AND ENSURED BUSINESS OUTCOME WASTOP OF MIND. AS A
RESULT,THE SOLUTION IS WELL ALIGNED WITH OUR BUSINESS REQUIREMENTS
AND WE ARE CON IDENTTHE DELIVERED DATA PLATFORMWILL BE ABLETO
EVOLVETO ADDRESS FUTURE NEEDS.”
WHAT OUR CLIENTS SAY
-Charl Smit – BusinessTechnology Director ANZ – Pfizer Australia
34Commercial-in-Confidence
OUR PARTNERS
Provide independent consulting services with partnerships & expertise across key vendors including:
35Commercial-in-Confidence
OUR
CONSULTANTS
Data Engineer / Developer
Senior BI / ETL Developer / Engineer
Senior Tech Lead
Senior Project Manager
BI / ETL Developer / Engineer
Business Analyst
Technical Business Analyst
Change Manager, Trainer
Data Scientist
Lead Data Scientist
Lead ETL Architect / Developer / Engineer
Lead BI Architect / Developer / Engineer
Senior Data Engineer/Data Visualisation
Data Migration Architect / Engineer
Principal Consultant/Delivery Lead
Program Manager
Cloud Practice Lead - Azure / AWS
36Commercial-in-Confidence
37
ALTIS SERVICES
Commercial-in-Confidence
ALTIS SERVICES
ADVISORY
STRATEGY AND ROADMAP
“A roadmap for transforming data into outcomes”
CURRENT STATE ASSESSMENT/HEALTH CHECK
• Business Intelligence • Data Quality• User
Experience
ARCHITECTURE DESIGN
• Business Case development
• Data Warehouse architecture
• Business Intelligence architecture
• Integration of DW/BI methodology into
client’s existing framework
• Design and architecture for offshore
development
• Business Intelligence Competency Centre
(BICC) planning
• BI, ETL and Data Modelling standards
• Master Data Management architecture
TOOLSET SELECTION
DATA GOVERNANCE
MASTER DATA MANAGEMENT
DATA QUALITY
DATAVISULISATION AND STORYTELLING
ALTIS SERVICES
DELIVERY
AGILE PROJECT DELIVERY
CLOUD SERVICES
Our team can help you realise the key benefits of using
cloud services for your IM needs.
• Certified AWS Solution Architects
• Certified Microsoft Azure professionals
Microsoft
Azure
DATA MIGRATION
ALTIS SERVICES
ANALYTICS
ANALYTICS
• Analytics Consulting Services – from advanced analytics to machine
learning and AI, our highly qualified consultants can help.
• Training - Intensive courses, bootcamps, and custom training
solutions.
• Outsourcing - Outsourced Analytics Team to support your analytics
efforts.
ALTIS SERVICES
MANAGED SERVICES
Managed Services
By utilising our Managed Services, you can take advantage
of distinct, tangible benefits, including:
• Cost reduction
• Risk mitigation
• Greater technical expertise
• Data availability
• Stability and safety
• Innovation opportunities
•
ALTIS SERVICES
TRAINING
Training Services
We provide training on all aspects of Information
Management, delivered by industry leaders from
around the world.
• The Kimball Group – Data warehousing concepts
• William McKnight - Master Data Management, Data
Quality and Data Governance
• Stephen Few – Data visualisation techniques
• Genesee Academy – Data Vault
• DataSeer – Analytics and Data Science
ALTIS SERVICES
INNOVATION
INNOVATION Fundraising Analytics
ALTIS CONSULTING
SERVICES SUMMARY
Why Altis Consulting?
61Commercial-in-Confidence
CONNECT WITH US
www.altis.com.au
connect@altis.com.au
+61 9211 1522
twitter.com/altis_DWBI
facebook.com/altisconsulting/
linkedin.com/company/altis-consulting/
youtube.com/AltisConsulting

Altis Webinar: Augmented Analytics - May 2020

  • 1.
    AUGMENTED ANALYTICS THE FUTUREOF DATA & ANALYTICS Andy Painter (Regional Manager) May 2020 andrewp@altis.com.au 1Commercial-in-Confidence
  • 2.
    2Commercial-in-Confidence Data Scientists Automated and Unemployedby 2025? https://www.datasciencecentral.com/profiles/blogs/data-scientists-automated-and-unemployed-by-2025- update
  • 3.
    AGENDA 3 • Welcome • WHAT:is Augmented Analytics • WHY: it’s important to action today • HOW: to start • Summary • Q & A Commercial-in-Confidence
  • 4.
    Australia and NewZealand’s largest privately owned Data & Analytics consultancy For 22 years, we have been combining industry expertise with technical capability to deliver tangible business outcomes while maintaining the Altis ethos of Connecting with Courage, Heart and Insight. Established in 1998 Offices in Sydney, Brisbane, Melbourne, Canberra, Auckland and London Vendor independent ABOUT ALTIS 115+ 4Commercial-in-Confidence
  • 5.
    Altis NAMED INGARTNER’S MARKET GUIDE 5Commercial-in-Confidence For the second year in a row, Altis Consulting has been recognised in Gartner Inc.’s “Market Guide for Data and Analytics Service Providers”. The report identifies service providers with a proven track record of delivering successful analytics programs. Altis’ CEO, John Hoffman said, “Our inclusion in the Gartner report reaffirms our position as the leading data and analytics service provider in Australia and New Zealand. Our focus on utilising industry expertise, modern technologies, and repeatable patterns to accelerate the delivery of tangible business outcomes for our clients continues to shine through. We are delighted to be acknowledged again.”
  • 6.
    6 WHAT: is AugmentedAnalytics Commercial-in-Confidence
  • 7.
    7 Recap: the AnalyticsJourney Commercial-in-Confidence
  • 8.
    Time to actionis shortened through repeatable machine-centered analysis Recap: Human vs Machine decision making and automation Commercial-in-Confidence 8
  • 9.
    9 Gartner coined theterm Augmented Analytics in 2017 “is the use of enabling technologies such as machine learning and AI to assist with data preparation, insight generation and insight explanation to augment how people explore and analyze data in analytics and BI platforms.” Commercial-in-Confidence
  • 10.
    Augmented Analytics benefits Augmentedanalytics is the next-gen intelligence delivery model running on mature platforms that automate and integrate activities like cleansing the data and making it analysis ready and detecting data patterns - deriving insights for easy digestion by decision makers – all in a plug-and-play format without the need for supervision by a data scientist. Today (without Augmented Analytics)… Known insight, not auto discovered Is this fixable? If so how? Look and sound familiar? Commercial-in-Confidence
  • 11.
    11 WHY: it’s importantto action today Commercial-in-Confidence
  • 12.
    12 It’s set togrow! Get onboard… The global augmented analytics market is projected to reach $29.8bln by 2025, growing at a CAGR of 25.2% from 2019 to 2025. Commercial-in-Confidence Source: https://www.grandviewresearch.com/industry-analysis/augmented-analytics-market
  • 13.
    13 AI in BIadoption is set to accelerate Commercial-in-Confidence
  • 14.
    ‘The Cool Wall*’of Augmented AnalyticsVendors (Sub Zero) 14Commercial-in-Confidence https://docs.microsoft.com/en-us/power- bi/create-reports/service-insights https://www.yellowfinbi.com/suite/signals https://www.thoughtspot.com/spotiq *Top Gear Cool Wall: https://topgear.fandom.com/wiki/The_Cool_Wall
  • 15.
    Case Study 1– Augmented Analytics Benefits (Yellowfin) 15Commercial-in-Confidence
  • 16.
    Case Study 2– Automated Decisioning (Altis) CCTV image recognition solution: The client developed a CCTV system for monitoring sewer access chambers for overflow & blockages. Altis built a solution which used a trained Machine Learning classification model, that can ingest the images from the CCTV image capture system and automatically determine if an access chamber is clean or requires maintenance. Original Image AI Processed Cloud Sources Image Store Virtual Machine Predictions! Commercial-in-Confidence 16
  • 17.
  • 18.
    Current Data AnalyticsWorkflow 18Commercial-in-Confidence
  • 19.
  • 20.
    Run a Proofof Concept (POC) 1. Identify specific business cases and expectations for the new technology 2. Know your current performance baseline 3. Set your performance goals 4. Run your POC project 5. Track your metrics 6. Present the results to project stakeholders 7. Set your investment levels 8. Transition the POC to the active projects list 20Commercial-in-Confidence
  • 21.
  • 22.
    22 SUMMARY • Augmented Analyticsis: Augmented data preparation, insight generation and insight explanation • Don’t get left behind its going to take off • POC to start with • Altis can help • Book a Demo • Augmented Analytics Proof of Concept (POC) Commercial-in-Confidence
  • 23.
  • 24.
    24Commercial-in-Confidence CONNECT WITH US www.altis.com.au connect@altis.com.au +619211 1522 twitter.com/altis_DWBI facebook.com/altisconsulting/ linkedin.com/company/altis-consulting/ youtube.com/AltisConsulting
  • 25.
  • 26.
    Australia and NewZealand’s largest privately owned Data & Analytics consultancy For 22 years, we have been combining industry expertise with technical capability to deliver tangible business outcomes while maintaining the Altis ethos of Connecting with Courage, Heart and Insight. Established in 1998 Offices in Sydney, Brisbane, Melbourne, Canberra, Auckland and London Vendor independent ABOUT ALTIS 115+ 26Commercial-in-Confidence
  • 27.
    Altis NAMED INGARTNER’S MARKET GUIDE 27Commercial-in-Confidence For the second year in a row, Altis Consulting has been recognised in Gartner Inc.’s “Market Guide for Data and Analytics Service Providers”. The report identifies service providers with a proven track record of delivering successful analytics programs. Altis’ CEO, John Hoffman said, “Our inclusion in the Gartner report reaffirms our position as the leading data and analytics service provider in Australia and New Zealand. Our focus on utilising industry expertise, modern technologies, and repeatable patterns to accelerate the delivery of tangible business outcomes for our clients continues to shine through. We are delighted to be acknowledged again.”
  • 28.
    OUR ETHOS We buildand maintain trusted relationships, connecting with our clients through our:  courage to tell it like it is and step up to every challenge  heart to care passionately about your business  unique insight derived from our 115+ permanent staff 28Commercial-in-Confidence
  • 29.
    Great Place ToWork 10 years in a row Our efforts have seen us recognised in BRW’s Annual Best Places to Work 10 years in a row since 2010. Work180 Endorsed employer for women We have also been endorsed as a Work180 Employer for Women. Empowering every woman to choose a workplace where they can thrive. OUR ACCOMPLISHMENTS 29Commercial-in-Confidence
  • 30.
  • 31.
    Altis NAMED INGARTNER’S MARKET GUIDE 31Commercial-in-Confidence For the second year in a row, Altis Consulting has been recognised in Gartner Inc.’s “Market Guide for Data and Analytics Service Providers”. The report identifies service providers with a proven track record of delivering successful analytics programs. Altis’ CEO, John Hoffman said, “Our inclusion in the Gartner report reaffirms our position as the leading data and analytics service provider in Australia and New Zealand. Our focus on utilising industry expertise, modern technologies, and repeatable patterns to accelerate the delivery of tangible business outcomes for our clients continues to shine through. We are delighted to be acknowledged again.”
  • 32.
  • 33.
    MANAGED SERVICE CLIENTS Wemanage your data for you, safely and securely, with tangible benefits. 33Commercial-in-Confidence
  • 34.
    ALTIS CONSULTING HAVETHEEXPERTISETO DELIVER A PROGRAM OFTHIS SCOPE AND COMPLEXITY.THEY HAVE INTERVENED ON MANY FRONTS DURINGTHE ENGAGEMENT AND ENSURED BUSINESS OUTCOME WASTOP OF MIND. AS A RESULT,THE SOLUTION IS WELL ALIGNED WITH OUR BUSINESS REQUIREMENTS AND WE ARE CON IDENTTHE DELIVERED DATA PLATFORMWILL BE ABLETO EVOLVETO ADDRESS FUTURE NEEDS.” WHAT OUR CLIENTS SAY -Charl Smit – BusinessTechnology Director ANZ – Pfizer Australia 34Commercial-in-Confidence
  • 35.
    OUR PARTNERS Provide independentconsulting services with partnerships & expertise across key vendors including: 35Commercial-in-Confidence
  • 36.
    OUR CONSULTANTS Data Engineer /Developer Senior BI / ETL Developer / Engineer Senior Tech Lead Senior Project Manager BI / ETL Developer / Engineer Business Analyst Technical Business Analyst Change Manager, Trainer Data Scientist Lead Data Scientist Lead ETL Architect / Developer / Engineer Lead BI Architect / Developer / Engineer Senior Data Engineer/Data Visualisation Data Migration Architect / Engineer Principal Consultant/Delivery Lead Program Manager Cloud Practice Lead - Azure / AWS 36Commercial-in-Confidence
  • 37.
  • 38.
  • 39.
    STRATEGY AND ROADMAP “Aroadmap for transforming data into outcomes”
  • 40.
    CURRENT STATE ASSESSMENT/HEALTHCHECK • Business Intelligence • Data Quality• User Experience
  • 41.
    ARCHITECTURE DESIGN • BusinessCase development • Data Warehouse architecture • Business Intelligence architecture • Integration of DW/BI methodology into client’s existing framework • Design and architecture for offshore development • Business Intelligence Competency Centre (BICC) planning • BI, ETL and Data Modelling standards • Master Data Management architecture
  • 42.
  • 43.
  • 44.
  • 45.
  • 46.
  • 47.
  • 48.
  • 49.
    CLOUD SERVICES Our teamcan help you realise the key benefits of using cloud services for your IM needs. • Certified AWS Solution Architects • Certified Microsoft Azure professionals Microsoft Azure
  • 50.
  • 51.
  • 52.
    ANALYTICS • Analytics ConsultingServices – from advanced analytics to machine learning and AI, our highly qualified consultants can help. • Training - Intensive courses, bootcamps, and custom training solutions. • Outsourcing - Outsourced Analytics Team to support your analytics efforts.
  • 53.
  • 54.
    Managed Services By utilisingour Managed Services, you can take advantage of distinct, tangible benefits, including: • Cost reduction • Risk mitigation • Greater technical expertise • Data availability • Stability and safety • Innovation opportunities •
  • 55.
  • 56.
    Training Services We providetraining on all aspects of Information Management, delivered by industry leaders from around the world. • The Kimball Group – Data warehousing concepts • William McKnight - Master Data Management, Data Quality and Data Governance • Stephen Few – Data visualisation techniques • Genesee Academy – Data Vault • DataSeer – Analytics and Data Science
  • 57.
  • 58.
  • 59.
  • 60.
  • 61.
    61Commercial-in-Confidence CONNECT WITH US www.altis.com.au connect@altis.com.au +619211 1522 twitter.com/altis_DWBI facebook.com/altisconsulting/ linkedin.com/company/altis-consulting/ youtube.com/AltisConsulting