SlideShare a Scribd company logo
Supply Chain Transformation at Electronic
Computer Manufacturer #2 Sub #10
March 16, 2018
Deloitte Consulting LLP
<Client Specific Image Cleansed>
Copyright © 2017 Deloitte Development LLC. All rights reserved.
2
Executive Summary
How the project
started?
• 3 ERP systems, each region communicating separately with CM/ODM and Component Suppliers
• Planning cycle took >7 days. Supply planning run took 15 hours
• Unreliable forecast signals largely ignored by CM/ODM/Tier-2. Manual processes and new business
roles created to “correct” system errors.
• Task in hand: help figure out how to send 1 single reliable procurement signal to critical component
suppliers
• Business were convinced that Kinaxis will solve all their issues; prior SAP demos poorly executed
Transformation;
what makes us
proud!!
• Simplified product structure (11+ levels, 1000+ configuration rules to 4 key components)
• One single data model for all supply chain with full network, inventory and demand/supply visibility
• We drove the E2E planning transformation with demand, supply, S&OP and supplier collaboration
• 1st IBP book with SAP and product co-development of IBP; We operated on the bleeding edge
• Most complex planning transformation using IBP and one of the best references, globally
The supply chain
is built for future
excellence
• Foundation built for characteristics based planning Ii.e. plan for modules and not parts)
• Excellent foundation for M&A – multiple ERPs does not matter – cloud based and connects to any dB
• Basic principles covered – opportunities to finetune further: inventory planning, optimizer, etc.
• Add advanced functionalities such as Response Mgmt (i.e. how to resolve supply constraint real time)
• 1 single platform, hence easier to institutionalize ‘command and control’ and planning CoE
August 2015
Jan 2016- March 2018
April 2018  Onwards
Copyright © 2017 Deloitte Development LLC. All rights reserved.
3
Topics for Today
Team: Introduction
Transformation Journey: How we began and how it evolved
Solution Architecture: Before and after
Business Impact
Innovations: What we are proud of!
Lessons Learned: things we’ll repeat and those we’ll try to avoid!
Copyright © 2017 Deloitte Development LLC. All rights reserved.
4
Excellent X-SL Collaboration: S&O, Technology & Data Science
Jeroen Kusters
Specialist Leader
IBP Solution Architect
Jeroen eats spicier food than
any of the Indians on the
project
Raj Sundar
Senior Manager
IBP Project Manager
Raj loves to travel and
is a movie critic
Rishi Menon
Manager
Demand Lead
Rishi has a passion for
photography
Rajesh Tol
Senior Manager
Project Manager
Akshay Oak
Manager
IBP Supply Lead (Aruba)
Ken Devriese
Senior Consultant
S&OP Lead
Ken has a very active
lifestyle and loves to
race his own car on the
race track
Anand Srinivasan
Manager
Supply Lead
Loves sports and
painting
Sanchit Chandna
Senior Consultant
IBP Technical Architect
Sanchit loves to cook
and watch TV series
Imran Dalwai
Manager
S&O Manager
Nivya Raghavan
Senior
Consultant
S&O Process Lead
Anita Viswanathan
Senior Manager
S&O Project Manager
Venkat
Veeraperumal
Senior Consultant
Aruba Architect
Amit Sinha
Specialist Leader
Supply Architect
David Steier
Managing
Director
Data Science Leader
Bahareh Vossoghi
Consultant
Demand Consultant (Aruba)
Umesh Sharma
Manager
Demand Architect
Deb Bhattacharjee
Lead Engagement
Partner
Principal
Mike Lehman
Managing
Director
Quality Assurance
Srini Bangalore
Managing Director
Co-LEP & Advisor
Suman
Bhattacharyaa
Specialist Leader
End-to-end Solution Architect/
Planning BOM Design
Copyright © 2017 Deloitte Development LLC. All rights reserved.
5
… USI played an important role
Manikandan
Shanmugam
Senior Consultant
Integration Architect
Nikhil Dungarwal
Consultant
S&OP Configuration
Abhay Upadhyay
Manager
Demand Configuration
Bhavana Khapare
Manager
Demand Configuration
Dipankar Ghosh
Consultant
Integration Consultant
Shantanu Bose
Manager
Data Scientist
Sumit Kumar
Senior Consultant
Data Scientist
Raymond D Sa
Manager
Training Coordinator
Copyright © 2017 Deloitte Development LLC. All rights reserved.
6
Electronic Computer Manufacturer #2 Sub #10 Business has an enormous breadth
and depth
Every 60 seconds, we ship…
Operational
Operational Excellence
Customer
100K + customers
Channel Partners &
Resellers extend
reach
15K +
Orders managed
daily
Source
200+ suppliers
Small suppliers
comprise >75% of
spend
200+ spares suppliers
150+ repair vendors
Make
Fixed SKUs
Simple & complex
solutions
Engineered to order
Regional based
Deliver
Lead-Time 2 days
to weeks
Multiple strategic
delivery partners
& services
Ship to 70+
countries
Services
Technology Services
Support &
Consulting
Supply Chain
Parts & Services
ServiceOne &
PartsOne
Plan
10k+ active SKUs
Millions of orderable
configurations
>5M units annually
100K+ spare parts
12 Network Devices… 7TB Storage… 5 Servers
Electronic Computer Manufacturer #2 Sub #10 planning transformation is one of the most complex global
supply chains we have tackled
Copyright © 2017 Deloitte Development LLC. All rights reserved.
7
Planning Transformation Drivers
S&OP.
Supplier Collaboration
Demand Planning
Supply Planning
• Custom Solution around attach rates, netting
and forecast consumption
• Lack of segmentation and adoption to
business changes
• Data integration challenges and latency
• Offline process and systems
• Plan driven significantly based on financial flash and
not projected sales
• Lack of accountability throughout process with multiple
“plans”
• Informal connection points between sales, supply
chain, demand planning
• Focus on operational, reactive activities
• Poor Supplier Forecast Signal due to very complex
technical process with various errors in the day-to-day
execution which are time-consuming to assess
• Very expensive to onboard new suppliers in a peer-to-
peer onboarding process
• Limited visibility in the signal which actually goes out
(only available as XML file, hard to read and check for
errors)
• Inconsistent methods (Manual/ Automatic) for critical
global supplier base in outsourced manufacturing model
• Lack of a global consolidated Demand and Supply
Picture
• Lack of inventory visibility across 17 different
network models
• Manual Supply Demand match and exception
management
• Functions and supply chain nodes operate
sequentially and in silos – Cumbersome analysis
based on inaccurate, obsolete or inadequate data
• Decision making is slow and done with little
insight into the operational and financial impacts
Electronic Computer Manufacturer #2 Sub #10’s planning practices had several shortcomings including poor
demand management, inability to drive a single consistent supply plan, S&OP process and supplier
collaboration
Copyright © 2017 Deloitte Development LLC. All rights reserved.
8
Electronic Computer Manufacturer #2 Sub #10 Transformation Journey
Building a future state planning platform
July
2016
Aug
2017
Nov
2017
SNP
Americas
SNP
EMEA
Ariba
SCC
March
2018
SNP
APJ
Sales and Operations Planning
Demand
Response & Supply
Supply Chain Control Tower
Ariba
SCC
Inventory
Scalable &
Flexible Model
Real-time Scenario
Planning
Computation
Power
Social
Collaboration
• Single data model
between demand
and supply
• Operational and
Financial Planning
…delivering an End-to-End Supply
Chain Planning Solution…
… leveraging the latest cloud based technology!
S&OP
All HLE
Nov
2017
SNP
Aruba
Feb
2018
March
2018
Demand
All Electronic
Computer
Manufacturer
#2 Sub #10
Jan
2016
Transformation
Started
IBP Data Model
S/4 HANA – Digital Core
• What-if
simulations
• Scenario
planning and
exploring
solution options
• HANA cloud based
• Scalable and
extensible
platform
• Jam collaboration
platform available
• Web-UI, Excel
front end and
Mobile enabled
Aug
2015
Strategic
Roadmap
Copyright © 2017 Deloitte Development LLC. All rights reserved.
9
Solution architecture: before and after
Complex Business and IT Systems Cloud platform enabled by IBP and ARIBA
From one week to generate and share an unconstrained requirement plan to 15 minutes!
S/4 Digital Core
• Complex architecture with sequential point-to-point
connections
• A multitude of redundant paths to share information (SNC, EDI,
BW-based)
• Network based architecture with native connections between
the different applications
• Efficient publishing of data to the Ariba network without
middleware
• Onboarding possible in cost-efficient manner adding customers
and suppliers to the network
Copyright © 2017 Deloitte Development LLC. All rights reserved.
10
Business value delivered
Sales & Operations Planning (S&OP)
Copyright © 2017 Deloitte Development LLC. All rights reserved.
11
Statistical Forecasting.
Integrated with S&OP and Supply
Segmentation
Option Planning
• Aggregate/ Disaggregate across Product
Hierarchy levels – Product Family, Product
Line, Category, etc.
• Automated ABC Classification based on
Revenue contributions. XYZ classification
based on variability allows users to focus
manual efforts where needed most.
• Planning at individual Tier 1 customers if
needed
• Geo and Theatre roll-up aligned to Electronic
Computer Manufacturer #2 Sub #10 Next.
• Automated outlier detection and correction based on
user defined control limits.
• Super user view that shows comparison of multiple
Statistical Models at different hierarchy levels in
simulation mode. Super user can use this to fine-tune
statistical methods.
• Support for Automated Models that can select optimal
model parameters detect trend/ seasonality.
• Replaces custom developed Carnac tool
• Location Agnostic forecasting
• Demand Planning, Supply Planning and S&OP in the
same integrated solution.
• Demand Planner can see sales and finance inputs
during the demand planning process and vice-versa.
Comparison in units or dollars.
• Forecast metrics measured for various inputs of the
consensus planning process including statistical
forecast, attach rate based plan, regional demand plan,
etc.
• In future phases, DEP process will plug into the Demand
Planning solution
• Attach Rate based planning to determine demand
plan at Option level based on linked Server level
forecasts.
• Visibility to separate dependent and independent
history for Options.
• User can choose between statistical forecast and
attach rate based forecast at Option level.
Forecast accuracy measured using both methods
to guide selection.
Business value delivered
Demand Planning
Copyright © 2017 Deloitte Development LLC. All rights reserved.
12
Supply
Planning
• Dashboards to provide real-time insights
into all the planning information, from
demand plans to unconstrained
requirement plans, supplier commitments
and projected inventory
• Reporting on excess inventory as an input
to the excess and obsolescence processes
• Actionable alerts which users can leverage
to perform a true management by
exception
• Interactive planning views for users to
perform supply demand matching on
commodity level, analyzing shortages and
adjusting plans.
• Supply demand matching on both
commodity level from the supplier, and
option level for ODM’s
• Automated supplier collaboration via the
IBP Ariba connection allowing suppliers to
directly log into the Ariba portal for
retrieving critical information such as
unconstrained requirement plans, and
providing commitments and inventory
levels
• Easy supplier onboarding without IT work
, as opposed to the currently heavily
customized supplier network collaboration
environment.
• Modelling the Electronic Computer
Manufacturer #2 Sub #10 supply
fulfillment models in IBP allows to have
end-to-end visibility into the steps of
propagation from consensus demand out
of Demand Planning up to the
unconstrained requirements plan for the
supplier.
• Modeling inter-regional demand flows to
establish a truly global demand picture
where intercompany flows are reflected
as dependent demand streams
• Connection to Material Requirements
Planning to generate purchase
requisitions to critical commodities
Automated supply network
propagation
Supply Demand Matching
Data Visualization &
Management by Exception
Supplier Collaboration
Business value delivered
Supply Planning
Copyright © 2017 Deloitte Development LLC. All rights reserved.
13
Business value delivered
Supplier Collaboration
Point-to-Point Integration
• Processes customized per trading partner
• EDI formats and connectivity standards
• No business logic
• No aggregated data content or history
Ariba Supply Chain Collaboration
• Standardized processes
• Configurable rules and business logic
• Reduced Data Latency to 1 Minute
• Easy Tracking of what was sent to what was committed
• 1-time connect for buyer or seller
MEMORY
CONTRACT
MANUFACTURING
COMPONENT
SUPPLIERS
SUBASSEMBLY
MANUFACTURING
RAW
MATERIAL
SUPPLIERS
DISTRIBUT
ION
CENTERS
LOGISTIC
S
PROVIDER
HARD DRIVE
PROCESSOR
SSD
Deloitte’s first Deployment of IBP and SAP Ariba Native Direct Integration
Copyright © 2017 Deloitte Development LLC. All rights reserved.
14
Problem Statement:
• Supply Network Planning in Electronic Computer Manufacturer #2 Sub
#10 was driven using parallel MRP Runs, one for “Long Term Planning”
exploding the full bill of material for forecasting, one for “Operational
Planning” to generate purchase orders
• This process was time consuming, and inflexible as users could not
interactively run supply planning BOM Explosions
Problem Statement:
• In order to find the relationship between severs and the options which go in to
them (Processors, HDD/SSD, Memories), users have to manually maintain the
relationship between the servers and the options on various levels (Family, Line,
SKU)
• This information was used via a custom program in APO which was perceived to
provide very inaccurate results, implying there the dependent planning results
could not be leverages in most cases
Innovations
What we are proud of!
Planning BOMS Data Science Approach to Attach Rates
Innovation:
• Build a planning BOM concept which allows to extract the flattened out bill
of material which will be used in supply planning, allowing the IBP system
to explode the bill of material in interactive planning runs.
• This reduces the complexity foundationally, and makes IBP the system of
reference to drive supplier collaboration and planning up to commodity
level without using MRP BOM explosions
Innovation:
• Team up with Deloitte’s Data Science Practice to find a machine learning
approach to this problem statement.
• While the effort is still in progress, initial results look promising and there
is strong excitement in the Electronic Computer Manufacturer #2 Sub #10
organization, especially looking forward to the new product structure
Copyright © 2017 Deloitte Development LLC. All rights reserved.
15
Lessons Learned!!
What
can
be
done
better
• Data integration required more attention than we initially estimated (3 different ERPs)
• Network finalization i.e. commodity level network flow should be detailed out right in the beginning
• Due to complexity of the master data, additional time was needed for business validation
• Sprint plan worked…for design and build; but important factors were not incorporated:
• Understanding of network
• Master and transaction data changes required due to changes in the network
• Limited Resource from Electronic Computer Manufacturer #2 Sub #10 (now <Company Name>) to address
the issues
• Keeping every single decision / approval documented was very useful
• Close collaboration with the SAP Support and Development organization to efficiently resolve functionality gaps an
tickets
• Communication, communication, communication
• In Agile projects, ensure to check assumptions quickly
Thank you.

More Related Content

Similar to Enablement Session - IBP Transformation Final_C.pptx

Resume
ResumeResume
Resume
Rohit Arora
 
IDEA 2020
IDEA 2020IDEA 2020
Prolifics Managed Services Offering
Prolifics Managed Services OfferingProlifics Managed Services Offering
Prolifics Managed Services Offering
venkata burra
 
AI-Powered Analytics: What It Is and How It’s Powering the Next Generation of...
AI-Powered Analytics: What It Is and How It’s Powering the Next Generation of...AI-Powered Analytics: What It Is and How It’s Powering the Next Generation of...
AI-Powered Analytics: What It Is and How It’s Powering the Next Generation of...
Tyler Wishnoff
 
20. Marc Weintraub - PeopleSoft Keynote - The PeopleSoft Investment Strategy
20. Marc Weintraub - PeopleSoft Keynote - The PeopleSoft Investment Strategy20. Marc Weintraub - PeopleSoft Keynote - The PeopleSoft Investment Strategy
20. Marc Weintraub - PeopleSoft Keynote - The PeopleSoft Investment Strategy
Cedar Consulting
 
Toyota Financial Services Digital Transformation - Think 2019
Toyota Financial Services Digital Transformation - Think 2019Toyota Financial Services Digital Transformation - Think 2019
Toyota Financial Services Digital Transformation - Think 2019
Slobodan Sipcic
 
EPM Day San Francisco - Oracle DRM Success Factors
EPM Day San Francisco - Oracle DRM Success FactorsEPM Day San Francisco - Oracle DRM Success Factors
EPM Day San Francisco - Oracle DRM Success Factors
Alithya
 
CV of Shemil Mohan
CV of Shemil MohanCV of Shemil Mohan
CV of Shemil MohanShemil Mohan
 
Agile IT Operatinos - Getting to Daily Releases
Agile IT Operatinos - Getting to Daily ReleasesAgile IT Operatinos - Getting to Daily Releases
Agile IT Operatinos - Getting to Daily Releases
LeadingAgile
 
IBM Cognos Analytics Release 7+ Authoring Improvements: Demos of New and Rein...
IBM Cognos Analytics Release 7+ Authoring Improvements: Demos of New and Rein...IBM Cognos Analytics Release 7+ Authoring Improvements: Demos of New and Rein...
IBM Cognos Analytics Release 7+ Authoring Improvements: Demos of New and Rein...
Senturus
 
Risks & Rewards of Upgrading to the Latest Version of Siebel CTMS
Risks & Rewards of Upgrading to the Latest Version of Siebel CTMSRisks & Rewards of Upgrading to the Latest Version of Siebel CTMS
Risks & Rewards of Upgrading to the Latest Version of Siebel CTMS
Perficient, Inc.
 
Engage 2020-nerd-for-move-on-from-x pages
Engage 2020-nerd-for-move-on-from-x pagesEngage 2020-nerd-for-move-on-from-x pages
Engage 2020-nerd-for-move-on-from-x pages
Heiko Voigt
 
Self-Service Analytics with Guard Rails
Self-Service Analytics with Guard RailsSelf-Service Analytics with Guard Rails
Self-Service Analytics with Guard Rails
Denodo
 
Service Catalog Essentials: 5 Keys to Good Service Design in IT Service Catalogs
Service Catalog Essentials: 5 Keys to Good Service Design in IT Service CatalogsService Catalog Essentials: 5 Keys to Good Service Design in IT Service Catalogs
Service Catalog Essentials: 5 Keys to Good Service Design in IT Service Catalogs
Evergreen Systems
 
Implementing Advanced Analytics Platform
Implementing Advanced Analytics PlatformImplementing Advanced Analytics Platform
Implementing Advanced Analytics Platform
Arvind Sathi
 
Strategic Modeling: Right Strategic Decisions Aligned with Operating Plans a...
Strategic Modeling:  Right Strategic Decisions Aligned with Operating Plans a...Strategic Modeling:  Right Strategic Decisions Aligned with Operating Plans a...
Strategic Modeling: Right Strategic Decisions Aligned with Operating Plans a...
Joseph Alaimo Jr
 
Data Science Salon: Quit Wasting Time – Case Studies in Production Machine Le...
Data Science Salon: Quit Wasting Time – Case Studies in Production Machine Le...Data Science Salon: Quit Wasting Time – Case Studies in Production Machine Le...
Data Science Salon: Quit Wasting Time – Case Studies in Production Machine Le...
Formulatedby
 
WebXpress Business Intelligence Capability
WebXpress Business Intelligence CapabilityWebXpress Business Intelligence Capability
WebXpress Business Intelligence Capability
WebXpress.IN
 

Similar to Enablement Session - IBP Transformation Final_C.pptx (20)

Resume
ResumeResume
Resume
 
IDEA 2020
IDEA 2020IDEA 2020
IDEA 2020
 
Prolifics Managed Services Offering
Prolifics Managed Services OfferingProlifics Managed Services Offering
Prolifics Managed Services Offering
 
AI-Powered Analytics: What It Is and How It’s Powering the Next Generation of...
AI-Powered Analytics: What It Is and How It’s Powering the Next Generation of...AI-Powered Analytics: What It Is and How It’s Powering the Next Generation of...
AI-Powered Analytics: What It Is and How It’s Powering the Next Generation of...
 
20. Marc Weintraub - PeopleSoft Keynote - The PeopleSoft Investment Strategy
20. Marc Weintraub - PeopleSoft Keynote - The PeopleSoft Investment Strategy20. Marc Weintraub - PeopleSoft Keynote - The PeopleSoft Investment Strategy
20. Marc Weintraub - PeopleSoft Keynote - The PeopleSoft Investment Strategy
 
Toyota Financial Services Digital Transformation - Think 2019
Toyota Financial Services Digital Transformation - Think 2019Toyota Financial Services Digital Transformation - Think 2019
Toyota Financial Services Digital Transformation - Think 2019
 
EPM Day San Francisco - Oracle DRM Success Factors
EPM Day San Francisco - Oracle DRM Success FactorsEPM Day San Francisco - Oracle DRM Success Factors
EPM Day San Francisco - Oracle DRM Success Factors
 
CV of Shemil Mohan
CV of Shemil MohanCV of Shemil Mohan
CV of Shemil Mohan
 
Agile IT Operatinos - Getting to Daily Releases
Agile IT Operatinos - Getting to Daily ReleasesAgile IT Operatinos - Getting to Daily Releases
Agile IT Operatinos - Getting to Daily Releases
 
IBM Cognos Analytics Release 7+ Authoring Improvements: Demos of New and Rein...
IBM Cognos Analytics Release 7+ Authoring Improvements: Demos of New and Rein...IBM Cognos Analytics Release 7+ Authoring Improvements: Demos of New and Rein...
IBM Cognos Analytics Release 7+ Authoring Improvements: Demos of New and Rein...
 
Risks & Rewards of Upgrading to the Latest Version of Siebel CTMS
Risks & Rewards of Upgrading to the Latest Version of Siebel CTMSRisks & Rewards of Upgrading to the Latest Version of Siebel CTMS
Risks & Rewards of Upgrading to the Latest Version of Siebel CTMS
 
Engage 2020-nerd-for-move-on-from-x pages
Engage 2020-nerd-for-move-on-from-x pagesEngage 2020-nerd-for-move-on-from-x pages
Engage 2020-nerd-for-move-on-from-x pages
 
Bhautik Parekh
Bhautik ParekhBhautik Parekh
Bhautik Parekh
 
Self-Service Analytics with Guard Rails
Self-Service Analytics with Guard RailsSelf-Service Analytics with Guard Rails
Self-Service Analytics with Guard Rails
 
Service Catalog Essentials: 5 Keys to Good Service Design in IT Service Catalogs
Service Catalog Essentials: 5 Keys to Good Service Design in IT Service CatalogsService Catalog Essentials: 5 Keys to Good Service Design in IT Service Catalogs
Service Catalog Essentials: 5 Keys to Good Service Design in IT Service Catalogs
 
Implementing Advanced Analytics Platform
Implementing Advanced Analytics PlatformImplementing Advanced Analytics Platform
Implementing Advanced Analytics Platform
 
AhmedWasfi2015
AhmedWasfi2015AhmedWasfi2015
AhmedWasfi2015
 
Strategic Modeling: Right Strategic Decisions Aligned with Operating Plans a...
Strategic Modeling:  Right Strategic Decisions Aligned with Operating Plans a...Strategic Modeling:  Right Strategic Decisions Aligned with Operating Plans a...
Strategic Modeling: Right Strategic Decisions Aligned with Operating Plans a...
 
Data Science Salon: Quit Wasting Time – Case Studies in Production Machine Le...
Data Science Salon: Quit Wasting Time – Case Studies in Production Machine Le...Data Science Salon: Quit Wasting Time – Case Studies in Production Machine Le...
Data Science Salon: Quit Wasting Time – Case Studies in Production Machine Le...
 
WebXpress Business Intelligence Capability
WebXpress Business Intelligence CapabilityWebXpress Business Intelligence Capability
WebXpress Business Intelligence Capability
 

Recently uploaded

Коричневый и Кремовый Деликатный Органический Копирайтер Фрилансер Марке...
Коричневый и Кремовый Деликатный Органический Копирайтер Фрилансер Марке...Коричневый и Кремовый Деликатный Органический Копирайтер Фрилансер Марке...
Коричневый и Кремовый Деликатный Органический Копирайтер Фрилансер Марке...
ameli25062005
 
一比一原版(CITY毕业证书)谢菲尔德哈勒姆大学毕业证如何办理
一比一原版(CITY毕业证书)谢菲尔德哈勒姆大学毕业证如何办理一比一原版(CITY毕业证书)谢菲尔德哈勒姆大学毕业证如何办理
一比一原版(CITY毕业证书)谢菲尔德哈勒姆大学毕业证如何办理
9a93xvy
 
Between Filth and Fortune- Urban Cattle Foraging Realities by Devi S Nair, An...
Between Filth and Fortune- Urban Cattle Foraging Realities by Devi S Nair, An...Between Filth and Fortune- Urban Cattle Foraging Realities by Devi S Nair, An...
Between Filth and Fortune- Urban Cattle Foraging Realities by Devi S Nair, An...
Mansi Shah
 
Book Formatting: Quality Control Checks for Designers
Book Formatting: Quality Control Checks for DesignersBook Formatting: Quality Control Checks for Designers
Book Formatting: Quality Control Checks for Designers
Confidence Ago
 
一比一原版(BU毕业证书)伯恩茅斯大学毕业证成绩单如何办理
一比一原版(BU毕业证书)伯恩茅斯大学毕业证成绩单如何办理一比一原版(BU毕业证书)伯恩茅斯大学毕业证成绩单如何办理
一比一原版(BU毕业证书)伯恩茅斯大学毕业证成绩单如何办理
h7j5io0
 
Design Thinking Design thinking Design thinking
Design Thinking Design thinking Design thinkingDesign Thinking Design thinking Design thinking
Design Thinking Design thinking Design thinking
cy0krjxt
 
Mohannad Abdullah portfolio _ V2 _22-24
Mohannad Abdullah  portfolio _ V2 _22-24Mohannad Abdullah  portfolio _ V2 _22-24
Mohannad Abdullah portfolio _ V2 _22-24
M. A. Architect
 
Common Designing Mistakes and How to avoid them
Common Designing Mistakes and How to avoid themCommon Designing Mistakes and How to avoid them
Common Designing Mistakes and How to avoid them
madhavlakhanpal29
 
Top Israeli Products and Brands - Plan it israel.pdf
Top Israeli Products and Brands - Plan it israel.pdfTop Israeli Products and Brands - Plan it israel.pdf
Top Israeli Products and Brands - Plan it israel.pdf
PlanitIsrael
 
一比一原版(NCL毕业证书)纽卡斯尔大学毕业证成绩单如何办理
一比一原版(NCL毕业证书)纽卡斯尔大学毕业证成绩单如何办理一比一原版(NCL毕业证书)纽卡斯尔大学毕业证成绩单如何办理
一比一原版(NCL毕业证书)纽卡斯尔大学毕业证成绩单如何办理
7sd8fier
 
Expert Accessory Dwelling Unit (ADU) Drafting Services
Expert Accessory Dwelling Unit (ADU) Drafting ServicesExpert Accessory Dwelling Unit (ADU) Drafting Services
Expert Accessory Dwelling Unit (ADU) Drafting Services
ResDraft
 
一比一原版(Bolton毕业证书)博尔顿大学毕业证成绩单如何办理
一比一原版(Bolton毕业证书)博尔顿大学毕业证成绩单如何办理一比一原版(Bolton毕业证书)博尔顿大学毕业证成绩单如何办理
一比一原版(Bolton毕业证书)博尔顿大学毕业证成绩单如何办理
h7j5io0
 
一比一原版(Brunel毕业证书)布鲁内尔大学毕业证成绩单如何办理
一比一原版(Brunel毕业证书)布鲁内尔大学毕业证成绩单如何办理一比一原版(Brunel毕业证书)布鲁内尔大学毕业证成绩单如何办理
一比一原版(Brunel毕业证书)布鲁内尔大学毕业证成绩单如何办理
smpc3nvg
 
一比一原版(Bristol毕业证书)布里斯托大学毕业证成绩单如何办理
一比一原版(Bristol毕业证书)布里斯托大学毕业证成绩单如何办理一比一原版(Bristol毕业证书)布里斯托大学毕业证成绩单如何办理
一比一原版(Bristol毕业证书)布里斯托大学毕业证成绩单如何办理
smpc3nvg
 
一比一原版(Columbia毕业证)哥伦比亚大学毕业证如何办理
一比一原版(Columbia毕业证)哥伦比亚大学毕业证如何办理一比一原版(Columbia毕业证)哥伦比亚大学毕业证如何办理
一比一原版(Columbia毕业证)哥伦比亚大学毕业证如何办理
asuzyq
 
原版定做(penn毕业证书)美国宾夕法尼亚大学毕业证文凭学历证书原版一模一样
原版定做(penn毕业证书)美国宾夕法尼亚大学毕业证文凭学历证书原版一模一样原版定做(penn毕业证书)美国宾夕法尼亚大学毕业证文凭学历证书原版一模一样
原版定做(penn毕业证书)美国宾夕法尼亚大学毕业证文凭学历证书原版一模一样
gpffo76j
 
Let's Summon Demons Shirt Let's Summon Demons Shirt
Let's Summon Demons Shirt Let's Summon Demons ShirtLet's Summon Demons Shirt Let's Summon Demons Shirt
Let's Summon Demons Shirt Let's Summon Demons Shirt
TeeFusion
 
一比一原版(RHUL毕业证书)伦敦大学皇家霍洛威学院毕业证如何办理
一比一原版(RHUL毕业证书)伦敦大学皇家霍洛威学院毕业证如何办理一比一原版(RHUL毕业证书)伦敦大学皇家霍洛威学院毕业证如何办理
一比一原版(RHUL毕业证书)伦敦大学皇家霍洛威学院毕业证如何办理
9a93xvy
 
一比一原版(毕业证)长崎大学毕业证成绩单如何办理
一比一原版(毕业证)长崎大学毕业证成绩单如何办理一比一原版(毕业证)长崎大学毕业证成绩单如何办理
一比一原版(毕业证)长崎大学毕业证成绩单如何办理
taqyed
 
PORTFOLIO FABIANA VILLANI ARCHITECTURE.pdf
PORTFOLIO FABIANA VILLANI ARCHITECTURE.pdfPORTFOLIO FABIANA VILLANI ARCHITECTURE.pdf
PORTFOLIO FABIANA VILLANI ARCHITECTURE.pdf
fabianavillanib
 

Recently uploaded (20)

Коричневый и Кремовый Деликатный Органический Копирайтер Фрилансер Марке...
Коричневый и Кремовый Деликатный Органический Копирайтер Фрилансер Марке...Коричневый и Кремовый Деликатный Органический Копирайтер Фрилансер Марке...
Коричневый и Кремовый Деликатный Органический Копирайтер Фрилансер Марке...
 
一比一原版(CITY毕业证书)谢菲尔德哈勒姆大学毕业证如何办理
一比一原版(CITY毕业证书)谢菲尔德哈勒姆大学毕业证如何办理一比一原版(CITY毕业证书)谢菲尔德哈勒姆大学毕业证如何办理
一比一原版(CITY毕业证书)谢菲尔德哈勒姆大学毕业证如何办理
 
Between Filth and Fortune- Urban Cattle Foraging Realities by Devi S Nair, An...
Between Filth and Fortune- Urban Cattle Foraging Realities by Devi S Nair, An...Between Filth and Fortune- Urban Cattle Foraging Realities by Devi S Nair, An...
Between Filth and Fortune- Urban Cattle Foraging Realities by Devi S Nair, An...
 
Book Formatting: Quality Control Checks for Designers
Book Formatting: Quality Control Checks for DesignersBook Formatting: Quality Control Checks for Designers
Book Formatting: Quality Control Checks for Designers
 
一比一原版(BU毕业证书)伯恩茅斯大学毕业证成绩单如何办理
一比一原版(BU毕业证书)伯恩茅斯大学毕业证成绩单如何办理一比一原版(BU毕业证书)伯恩茅斯大学毕业证成绩单如何办理
一比一原版(BU毕业证书)伯恩茅斯大学毕业证成绩单如何办理
 
Design Thinking Design thinking Design thinking
Design Thinking Design thinking Design thinkingDesign Thinking Design thinking Design thinking
Design Thinking Design thinking Design thinking
 
Mohannad Abdullah portfolio _ V2 _22-24
Mohannad Abdullah  portfolio _ V2 _22-24Mohannad Abdullah  portfolio _ V2 _22-24
Mohannad Abdullah portfolio _ V2 _22-24
 
Common Designing Mistakes and How to avoid them
Common Designing Mistakes and How to avoid themCommon Designing Mistakes and How to avoid them
Common Designing Mistakes and How to avoid them
 
Top Israeli Products and Brands - Plan it israel.pdf
Top Israeli Products and Brands - Plan it israel.pdfTop Israeli Products and Brands - Plan it israel.pdf
Top Israeli Products and Brands - Plan it israel.pdf
 
一比一原版(NCL毕业证书)纽卡斯尔大学毕业证成绩单如何办理
一比一原版(NCL毕业证书)纽卡斯尔大学毕业证成绩单如何办理一比一原版(NCL毕业证书)纽卡斯尔大学毕业证成绩单如何办理
一比一原版(NCL毕业证书)纽卡斯尔大学毕业证成绩单如何办理
 
Expert Accessory Dwelling Unit (ADU) Drafting Services
Expert Accessory Dwelling Unit (ADU) Drafting ServicesExpert Accessory Dwelling Unit (ADU) Drafting Services
Expert Accessory Dwelling Unit (ADU) Drafting Services
 
一比一原版(Bolton毕业证书)博尔顿大学毕业证成绩单如何办理
一比一原版(Bolton毕业证书)博尔顿大学毕业证成绩单如何办理一比一原版(Bolton毕业证书)博尔顿大学毕业证成绩单如何办理
一比一原版(Bolton毕业证书)博尔顿大学毕业证成绩单如何办理
 
一比一原版(Brunel毕业证书)布鲁内尔大学毕业证成绩单如何办理
一比一原版(Brunel毕业证书)布鲁内尔大学毕业证成绩单如何办理一比一原版(Brunel毕业证书)布鲁内尔大学毕业证成绩单如何办理
一比一原版(Brunel毕业证书)布鲁内尔大学毕业证成绩单如何办理
 
一比一原版(Bristol毕业证书)布里斯托大学毕业证成绩单如何办理
一比一原版(Bristol毕业证书)布里斯托大学毕业证成绩单如何办理一比一原版(Bristol毕业证书)布里斯托大学毕业证成绩单如何办理
一比一原版(Bristol毕业证书)布里斯托大学毕业证成绩单如何办理
 
一比一原版(Columbia毕业证)哥伦比亚大学毕业证如何办理
一比一原版(Columbia毕业证)哥伦比亚大学毕业证如何办理一比一原版(Columbia毕业证)哥伦比亚大学毕业证如何办理
一比一原版(Columbia毕业证)哥伦比亚大学毕业证如何办理
 
原版定做(penn毕业证书)美国宾夕法尼亚大学毕业证文凭学历证书原版一模一样
原版定做(penn毕业证书)美国宾夕法尼亚大学毕业证文凭学历证书原版一模一样原版定做(penn毕业证书)美国宾夕法尼亚大学毕业证文凭学历证书原版一模一样
原版定做(penn毕业证书)美国宾夕法尼亚大学毕业证文凭学历证书原版一模一样
 
Let's Summon Demons Shirt Let's Summon Demons Shirt
Let's Summon Demons Shirt Let's Summon Demons ShirtLet's Summon Demons Shirt Let's Summon Demons Shirt
Let's Summon Demons Shirt Let's Summon Demons Shirt
 
一比一原版(RHUL毕业证书)伦敦大学皇家霍洛威学院毕业证如何办理
一比一原版(RHUL毕业证书)伦敦大学皇家霍洛威学院毕业证如何办理一比一原版(RHUL毕业证书)伦敦大学皇家霍洛威学院毕业证如何办理
一比一原版(RHUL毕业证书)伦敦大学皇家霍洛威学院毕业证如何办理
 
一比一原版(毕业证)长崎大学毕业证成绩单如何办理
一比一原版(毕业证)长崎大学毕业证成绩单如何办理一比一原版(毕业证)长崎大学毕业证成绩单如何办理
一比一原版(毕业证)长崎大学毕业证成绩单如何办理
 
PORTFOLIO FABIANA VILLANI ARCHITECTURE.pdf
PORTFOLIO FABIANA VILLANI ARCHITECTURE.pdfPORTFOLIO FABIANA VILLANI ARCHITECTURE.pdf
PORTFOLIO FABIANA VILLANI ARCHITECTURE.pdf
 

Enablement Session - IBP Transformation Final_C.pptx

  • 1. Supply Chain Transformation at Electronic Computer Manufacturer #2 Sub #10 March 16, 2018 Deloitte Consulting LLP <Client Specific Image Cleansed>
  • 2. Copyright © 2017 Deloitte Development LLC. All rights reserved. 2 Executive Summary How the project started? • 3 ERP systems, each region communicating separately with CM/ODM and Component Suppliers • Planning cycle took >7 days. Supply planning run took 15 hours • Unreliable forecast signals largely ignored by CM/ODM/Tier-2. Manual processes and new business roles created to “correct” system errors. • Task in hand: help figure out how to send 1 single reliable procurement signal to critical component suppliers • Business were convinced that Kinaxis will solve all their issues; prior SAP demos poorly executed Transformation; what makes us proud!! • Simplified product structure (11+ levels, 1000+ configuration rules to 4 key components) • One single data model for all supply chain with full network, inventory and demand/supply visibility • We drove the E2E planning transformation with demand, supply, S&OP and supplier collaboration • 1st IBP book with SAP and product co-development of IBP; We operated on the bleeding edge • Most complex planning transformation using IBP and one of the best references, globally The supply chain is built for future excellence • Foundation built for characteristics based planning Ii.e. plan for modules and not parts) • Excellent foundation for M&A – multiple ERPs does not matter – cloud based and connects to any dB • Basic principles covered – opportunities to finetune further: inventory planning, optimizer, etc. • Add advanced functionalities such as Response Mgmt (i.e. how to resolve supply constraint real time) • 1 single platform, hence easier to institutionalize ‘command and control’ and planning CoE August 2015 Jan 2016- March 2018 April 2018  Onwards
  • 3. Copyright © 2017 Deloitte Development LLC. All rights reserved. 3 Topics for Today Team: Introduction Transformation Journey: How we began and how it evolved Solution Architecture: Before and after Business Impact Innovations: What we are proud of! Lessons Learned: things we’ll repeat and those we’ll try to avoid!
  • 4. Copyright © 2017 Deloitte Development LLC. All rights reserved. 4 Excellent X-SL Collaboration: S&O, Technology & Data Science Jeroen Kusters Specialist Leader IBP Solution Architect Jeroen eats spicier food than any of the Indians on the project Raj Sundar Senior Manager IBP Project Manager Raj loves to travel and is a movie critic Rishi Menon Manager Demand Lead Rishi has a passion for photography Rajesh Tol Senior Manager Project Manager Akshay Oak Manager IBP Supply Lead (Aruba) Ken Devriese Senior Consultant S&OP Lead Ken has a very active lifestyle and loves to race his own car on the race track Anand Srinivasan Manager Supply Lead Loves sports and painting Sanchit Chandna Senior Consultant IBP Technical Architect Sanchit loves to cook and watch TV series Imran Dalwai Manager S&O Manager Nivya Raghavan Senior Consultant S&O Process Lead Anita Viswanathan Senior Manager S&O Project Manager Venkat Veeraperumal Senior Consultant Aruba Architect Amit Sinha Specialist Leader Supply Architect David Steier Managing Director Data Science Leader Bahareh Vossoghi Consultant Demand Consultant (Aruba) Umesh Sharma Manager Demand Architect Deb Bhattacharjee Lead Engagement Partner Principal Mike Lehman Managing Director Quality Assurance Srini Bangalore Managing Director Co-LEP & Advisor Suman Bhattacharyaa Specialist Leader End-to-end Solution Architect/ Planning BOM Design
  • 5. Copyright © 2017 Deloitte Development LLC. All rights reserved. 5 … USI played an important role Manikandan Shanmugam Senior Consultant Integration Architect Nikhil Dungarwal Consultant S&OP Configuration Abhay Upadhyay Manager Demand Configuration Bhavana Khapare Manager Demand Configuration Dipankar Ghosh Consultant Integration Consultant Shantanu Bose Manager Data Scientist Sumit Kumar Senior Consultant Data Scientist Raymond D Sa Manager Training Coordinator
  • 6. Copyright © 2017 Deloitte Development LLC. All rights reserved. 6 Electronic Computer Manufacturer #2 Sub #10 Business has an enormous breadth and depth Every 60 seconds, we ship… Operational Operational Excellence Customer 100K + customers Channel Partners & Resellers extend reach 15K + Orders managed daily Source 200+ suppliers Small suppliers comprise >75% of spend 200+ spares suppliers 150+ repair vendors Make Fixed SKUs Simple & complex solutions Engineered to order Regional based Deliver Lead-Time 2 days to weeks Multiple strategic delivery partners & services Ship to 70+ countries Services Technology Services Support & Consulting Supply Chain Parts & Services ServiceOne & PartsOne Plan 10k+ active SKUs Millions of orderable configurations >5M units annually 100K+ spare parts 12 Network Devices… 7TB Storage… 5 Servers Electronic Computer Manufacturer #2 Sub #10 planning transformation is one of the most complex global supply chains we have tackled
  • 7. Copyright © 2017 Deloitte Development LLC. All rights reserved. 7 Planning Transformation Drivers S&OP. Supplier Collaboration Demand Planning Supply Planning • Custom Solution around attach rates, netting and forecast consumption • Lack of segmentation and adoption to business changes • Data integration challenges and latency • Offline process and systems • Plan driven significantly based on financial flash and not projected sales • Lack of accountability throughout process with multiple “plans” • Informal connection points between sales, supply chain, demand planning • Focus on operational, reactive activities • Poor Supplier Forecast Signal due to very complex technical process with various errors in the day-to-day execution which are time-consuming to assess • Very expensive to onboard new suppliers in a peer-to- peer onboarding process • Limited visibility in the signal which actually goes out (only available as XML file, hard to read and check for errors) • Inconsistent methods (Manual/ Automatic) for critical global supplier base in outsourced manufacturing model • Lack of a global consolidated Demand and Supply Picture • Lack of inventory visibility across 17 different network models • Manual Supply Demand match and exception management • Functions and supply chain nodes operate sequentially and in silos – Cumbersome analysis based on inaccurate, obsolete or inadequate data • Decision making is slow and done with little insight into the operational and financial impacts Electronic Computer Manufacturer #2 Sub #10’s planning practices had several shortcomings including poor demand management, inability to drive a single consistent supply plan, S&OP process and supplier collaboration
  • 8. Copyright © 2017 Deloitte Development LLC. All rights reserved. 8 Electronic Computer Manufacturer #2 Sub #10 Transformation Journey Building a future state planning platform July 2016 Aug 2017 Nov 2017 SNP Americas SNP EMEA Ariba SCC March 2018 SNP APJ Sales and Operations Planning Demand Response & Supply Supply Chain Control Tower Ariba SCC Inventory Scalable & Flexible Model Real-time Scenario Planning Computation Power Social Collaboration • Single data model between demand and supply • Operational and Financial Planning …delivering an End-to-End Supply Chain Planning Solution… … leveraging the latest cloud based technology! S&OP All HLE Nov 2017 SNP Aruba Feb 2018 March 2018 Demand All Electronic Computer Manufacturer #2 Sub #10 Jan 2016 Transformation Started IBP Data Model S/4 HANA – Digital Core • What-if simulations • Scenario planning and exploring solution options • HANA cloud based • Scalable and extensible platform • Jam collaboration platform available • Web-UI, Excel front end and Mobile enabled Aug 2015 Strategic Roadmap
  • 9. Copyright © 2017 Deloitte Development LLC. All rights reserved. 9 Solution architecture: before and after Complex Business and IT Systems Cloud platform enabled by IBP and ARIBA From one week to generate and share an unconstrained requirement plan to 15 minutes! S/4 Digital Core • Complex architecture with sequential point-to-point connections • A multitude of redundant paths to share information (SNC, EDI, BW-based) • Network based architecture with native connections between the different applications • Efficient publishing of data to the Ariba network without middleware • Onboarding possible in cost-efficient manner adding customers and suppliers to the network
  • 10. Copyright © 2017 Deloitte Development LLC. All rights reserved. 10 Business value delivered Sales & Operations Planning (S&OP)
  • 11. Copyright © 2017 Deloitte Development LLC. All rights reserved. 11 Statistical Forecasting. Integrated with S&OP and Supply Segmentation Option Planning • Aggregate/ Disaggregate across Product Hierarchy levels – Product Family, Product Line, Category, etc. • Automated ABC Classification based on Revenue contributions. XYZ classification based on variability allows users to focus manual efforts where needed most. • Planning at individual Tier 1 customers if needed • Geo and Theatre roll-up aligned to Electronic Computer Manufacturer #2 Sub #10 Next. • Automated outlier detection and correction based on user defined control limits. • Super user view that shows comparison of multiple Statistical Models at different hierarchy levels in simulation mode. Super user can use this to fine-tune statistical methods. • Support for Automated Models that can select optimal model parameters detect trend/ seasonality. • Replaces custom developed Carnac tool • Location Agnostic forecasting • Demand Planning, Supply Planning and S&OP in the same integrated solution. • Demand Planner can see sales and finance inputs during the demand planning process and vice-versa. Comparison in units or dollars. • Forecast metrics measured for various inputs of the consensus planning process including statistical forecast, attach rate based plan, regional demand plan, etc. • In future phases, DEP process will plug into the Demand Planning solution • Attach Rate based planning to determine demand plan at Option level based on linked Server level forecasts. • Visibility to separate dependent and independent history for Options. • User can choose between statistical forecast and attach rate based forecast at Option level. Forecast accuracy measured using both methods to guide selection. Business value delivered Demand Planning
  • 12. Copyright © 2017 Deloitte Development LLC. All rights reserved. 12 Supply Planning • Dashboards to provide real-time insights into all the planning information, from demand plans to unconstrained requirement plans, supplier commitments and projected inventory • Reporting on excess inventory as an input to the excess and obsolescence processes • Actionable alerts which users can leverage to perform a true management by exception • Interactive planning views for users to perform supply demand matching on commodity level, analyzing shortages and adjusting plans. • Supply demand matching on both commodity level from the supplier, and option level for ODM’s • Automated supplier collaboration via the IBP Ariba connection allowing suppliers to directly log into the Ariba portal for retrieving critical information such as unconstrained requirement plans, and providing commitments and inventory levels • Easy supplier onboarding without IT work , as opposed to the currently heavily customized supplier network collaboration environment. • Modelling the Electronic Computer Manufacturer #2 Sub #10 supply fulfillment models in IBP allows to have end-to-end visibility into the steps of propagation from consensus demand out of Demand Planning up to the unconstrained requirements plan for the supplier. • Modeling inter-regional demand flows to establish a truly global demand picture where intercompany flows are reflected as dependent demand streams • Connection to Material Requirements Planning to generate purchase requisitions to critical commodities Automated supply network propagation Supply Demand Matching Data Visualization & Management by Exception Supplier Collaboration Business value delivered Supply Planning
  • 13. Copyright © 2017 Deloitte Development LLC. All rights reserved. 13 Business value delivered Supplier Collaboration Point-to-Point Integration • Processes customized per trading partner • EDI formats and connectivity standards • No business logic • No aggregated data content or history Ariba Supply Chain Collaboration • Standardized processes • Configurable rules and business logic • Reduced Data Latency to 1 Minute • Easy Tracking of what was sent to what was committed • 1-time connect for buyer or seller MEMORY CONTRACT MANUFACTURING COMPONENT SUPPLIERS SUBASSEMBLY MANUFACTURING RAW MATERIAL SUPPLIERS DISTRIBUT ION CENTERS LOGISTIC S PROVIDER HARD DRIVE PROCESSOR SSD Deloitte’s first Deployment of IBP and SAP Ariba Native Direct Integration
  • 14. Copyright © 2017 Deloitte Development LLC. All rights reserved. 14 Problem Statement: • Supply Network Planning in Electronic Computer Manufacturer #2 Sub #10 was driven using parallel MRP Runs, one for “Long Term Planning” exploding the full bill of material for forecasting, one for “Operational Planning” to generate purchase orders • This process was time consuming, and inflexible as users could not interactively run supply planning BOM Explosions Problem Statement: • In order to find the relationship between severs and the options which go in to them (Processors, HDD/SSD, Memories), users have to manually maintain the relationship between the servers and the options on various levels (Family, Line, SKU) • This information was used via a custom program in APO which was perceived to provide very inaccurate results, implying there the dependent planning results could not be leverages in most cases Innovations What we are proud of! Planning BOMS Data Science Approach to Attach Rates Innovation: • Build a planning BOM concept which allows to extract the flattened out bill of material which will be used in supply planning, allowing the IBP system to explode the bill of material in interactive planning runs. • This reduces the complexity foundationally, and makes IBP the system of reference to drive supplier collaboration and planning up to commodity level without using MRP BOM explosions Innovation: • Team up with Deloitte’s Data Science Practice to find a machine learning approach to this problem statement. • While the effort is still in progress, initial results look promising and there is strong excitement in the Electronic Computer Manufacturer #2 Sub #10 organization, especially looking forward to the new product structure
  • 15. Copyright © 2017 Deloitte Development LLC. All rights reserved. 15 Lessons Learned!! What can be done better • Data integration required more attention than we initially estimated (3 different ERPs) • Network finalization i.e. commodity level network flow should be detailed out right in the beginning • Due to complexity of the master data, additional time was needed for business validation • Sprint plan worked…for design and build; but important factors were not incorporated: • Understanding of network • Master and transaction data changes required due to changes in the network • Limited Resource from Electronic Computer Manufacturer #2 Sub #10 (now <Company Name>) to address the issues • Keeping every single decision / approval documented was very useful • Close collaboration with the SAP Support and Development organization to efficiently resolve functionality gaps an tickets • Communication, communication, communication • In Agile projects, ensure to check assumptions quickly

Editor's Notes

  1. Deb
  2. Raj