Capgemini’s Data WARP: Accelerate your Journey to Insights
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Transcript of Capgemini’s Data WARP: Accelerate your Journey to Insights
Data WARP:Accelerate your data journey to insightsJorgen Heizenberg, xxxxxxxxxxxx
2Copyright © Capgemini 2016. All Rights Reserved
Data WARP: Accelerate your data journey to insights | May 2016
Capgemini’s Global Insights & Data practice
Capgemini‘s global reach with operations in > 40 countries (180,000+ people) and a focus on Insights & Data with close to 13,000 practitioners.
Deep Industry sector knowledge supported by Sector Specific I&D offerings like Single view of customer.
Capgemini’s best-in-class Rightshore® capability for I&D for development and management– 4.000 I&D experts in India CoE.
An unmatched (and vendor independent) depth of technology experience. Capgemini works with all the major I&D software vendors to deliver solutions appropriate to the customer’s needs.
Strong Focus on Informatica with over 1.000 consultants and mutual service offerings like Datawarehouse offload & Data Quality As A Service.
Driving innovation with Informatica
3Copyright © Capgemini 2016. All Rights Reserved
Data WARP: Accelerate your data journey to insights | May 2016
My wife wants a new bathroom …
4Copyright © Capgemini 2016. All Rights Reserved
Data WARP: Accelerate your data journey to insights | May 2016
I agree, but we disagree on the user interface and set of functional requirements…
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Data WARP: Accelerate your data journey to insights | May 2016
However, we have never discussed pipes and fittings..
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Data WARP: Accelerate your data journey to insights | May 2016
Still, I don’t want any funny surprises ….
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Data WARP: Accelerate your data journey to insights | May 2016
We live in a world of connected people and things …
*Source: Gartner# Source: World Economic Forum
1,820TB of Data created
168 Million+ emails sent 98,000+ tweets
11Million instant messages
217 new mobile web users
25 Billion Connected "Things" in use in 2020*
3,5 Billion Cars
13,2 Billion consumer devices
695,000 status updates
698,445 Google searches
2.5 Billion socialnetwork users in 2018
8Copyright © Capgemini 2016. All Rights Reserved
Data WARP: Accelerate your data journey to insights | May 2016
… and the new data landscape is the centerpiece of digital change ……
IoTMobile
CloudSocialMedia
NewData LandscapeNo limit to volume
No limit to structureNo limit to analyzing
No limit to timing
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Data WARP: Accelerate your data journey to insights | May 2016
.... it evolves to meet the dual dimensions of Big and Fast …
GB
TB
PB
GB/s
MB/s
KB/s
Day Hour Min Sec Sub-sec
BIG
FAST
Data Warehouses
Event Processing Tools
Hadoop
In-memorydatabases
His
toric
al D
ata
Stre
amin
g D
ata
(Eve
nts)
OLTP Databases
It's all true after all:size doesn’t matter. It is really about the
ability to analyze and act in real time……to solve tougher business problems,
create more competitive advantage and make
informed decisions in a tightly connected
world. If there is no longera need to wait, the
opportunities for radical business reinvention
are limitless.*
*Source: Capgemini’s TechnoVision 2015
10Copyright © Capgemini 2016. All Rights Reserved
Data WARP: Accelerate your data journey to insights | May 2016
… and make businesses thrive on insights from data in many different ways …
FOUR WAYS in which data-driven insights are changes businesses
Efficiency and cost focusUse of insights to identify potential operational efficiencies in the business and so reduce costs. But also: IT cost reduction through modernization of the data landscape, leveraging next-generation Big Data technology.
Growth of existing business streamsInsights are used to enhance existing market offers through better understanding of customers/consumersand of the effectivenessof marketing & sales.
Growth through market disruption from new revenue streamsBig Data is changing traditional business boundaries. Enterprises explore business areas that were unknown or unthinkable before.
Monetization of data itself, with the creation of new lines of business.In some industries – such as in financial services,media & entertainment and telecommunications - it is already apparent that the data organizations hold is becoming their major product.
Source: Big & Fast Data: The Rise Of Insight-driven Business
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Data WARP: Accelerate your data journey to insights | May 2016
… creating direct business value
High rail usage, complex assets, increasing data volume
(track sensor data)
Reduce Maintenance Cost; Improve Asset Availability
& Service Delivery
Reduced Maintenance effort & Cost; Higher Asset availability;
Improved service & performance
Linear Asset Decision Support solution, helps Network Rail get access to enhanced insight
at the point of action, ensuring reduced maintenance cost, higher asset availability
and improved service delivery
Linear Asset Decision Support solution;Consolidated data, consistently available,
Visual, easy to interpret format; in the hands of the track engineers
Category & businessfunction management;20,000 users globally
Enable quicker, aligned andbetter informed decisions;
Robust solution that could scaleup for cost effective and quick
deployment; High user adoption
Improved business decisions –from “best recommendation” to
“clear direction” and Insightsdelivered 80% faster
Business Analytics at Global Scale transforms the way Unilever
businesses around the world accessand use information, bringing enhanced
insight and consistency
3 year Transformation program - enabling real time decision support
- with a single template acrossbusiness functions globally
Information from job boards, Institutions, LinkedIn and
other social media, videos,company reports
Robust and consolidated database;
Insights from large volume of data
Randstad is now able to proactively address new and future employment regions and prospects
Big Data Solution Helps Randstad to leverage widely available job market information
to Improve Insight into LocalizedJob Markets and drive business
growth and expansion
Big Data solutions to automate and optimize the matching
between job offers and available skills in local job market
Winner 2016Innovation Award
12Copyright © Capgemini 2016. All Rights Reserved
Data WARP: Accelerate your data journey to insights | May 2016
However, most supporting data landscapes still look like this…
.
13Copyright © Capgemini 2016. All Rights Reserved
Data WARP: Accelerate your data journey to insights | May 2016
On top of that - multiple challenges are already impacting the cost-efficient management of your data…
Challenges
Increased complexity of data
TCO escalates
Access or Storage of
historical data
Structured
Unstructured / semi-
structured
Need to access large volumes of historical data for regulatory or competitive reasons.
Organizations often pay to store information simply because they might need it
Escalating data volumes can prevent Online Transaction Processing (OLTP) systems from generating and processing transactions efficiently, and can cause Data Warehouse (DW) performance issues when querying data
Total Cost of Ownership (TCO) escalates rapidly because higher volumes of data necessitate upgrades to the data warehouse hardware and because licenses are priced according to volume
Complexity of your current data landscape Lack of agility in development of new
insights
14Copyright © Capgemini 2016. All Rights Reserved
Data WARP: Accelerate your data journey to insights | May 2016
The traditional approach to BI & Analytics is a bottleneck in the operational value chain
Operational Applications
DataWarehouses
DataMarts
Reports
Traditional BI & Analytics approach Heavy duplication in operational data
throughout the BI layers & systems. Insights latency. Diluted data quality & governance create
risks of security breach, compliance issues & risk exposure.
Each new business question asked = more time required to crunch the right data.
Significant costs - infrastructure and people.
Limited ability to scale - either from organic data volumes growth or increasing data complexity.
Reporting on the past, limited ability to predict and prescribe what is needed now.
Centralised BI teams too monolithic and divorced from the business operation.
15Copyright © Capgemini 2016. All Rights Reserved
Data WARP: Accelerate your data journey to insights | May 2016
It is time to move from your existing data landscape
Towards an optimized data landscape
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Data WARP: Accelerate your data journey to insights | May 2016
In order to reach some of these potential benefits
Cost reductions associated with data rationalization Cost reductions associated with less complexity
Reduce the TCO of your data environment
Possibility to leverage structured, semi structured and even unstructured data Enable decision makers, business applications and operational processes
Improve your decision support
Improved agility & time to market Better decisions enabled by better data quality or master data
Increased return on existing investment
17Copyright © Capgemini 2016. All Rights Reserved
Data WARP: Accelerate your data journey to insights | May 2016
Because it is difficult to decide on your transformation to the new data landscape, you need three things…
Decision
18Copyright © Capgemini 2016. All Rights Reserved
Data WARP: Accelerate your data journey to insights | May 2016
First: What would your data landscape look like?
DecisionIndustrialized, diagnostic assessment of your data
landscape
19Copyright © Capgemini 2016. All Rights Reserved
Data WARP: Accelerate your data journey to insights | May 2016
Second: What is the roadmap that will get you there?
Decision
What are the specific actions plotted in time to bring you towards an optimized
data landscape?
20Copyright © Capgemini 2016. All Rights Reserved
Data WARP: Accelerate your data journey to insights | May 2016
Third: The business case to quantify your benefits and justify the investment for your organization!
Decision
21Copyright © Capgemini 2016. All Rights Reserved
Data WARP: Accelerate your data journey to insights | May 2016
Data WARP: Diagnosing the data-to-insights chain, focusing on data landscape transformation
In 8 weeks, Data WARP will provide an exhaustive view of the rationalization design for your data landscape, its transformation roadmap, and the end-to-end business case.
Based on that, you can to launch a transformation project.
Client Strategy
HypothesisDestination Area
OutcomesDeliverables
Rationalization Design
Transformation Roadmap
Business Case
Tools and Templates
Interviews and Workshops
Architecture and Industry Knowledge Benchmarks
Data Landscape and Solutions
PLOT SCAN CRAFT SOLVE
DATA WARP – Wide-angle Rationalization Project for Data
Business Case and Value
Information, Governance and Maturity
Business Analysis and Drivers
Change Readiness and Transformational Roadmap
Data Infrastructure INFRA
AMBI
Stream BIZZ
Stream CASE
Stream PLAN
DATA
Vision, Architecture and Rationalization DesignStream PATH
6–8 weeks
Data Landscape Transformation
SolutionPatterns
Landscape Transformations like: Offload to Hadoop Data rationalization Data archiving Data Quality and more …
22Copyright © Capgemini 2016. All Rights Reserved
Data WARP: Accelerate your data journey to insights | May 2016
Sample Transformation: Data Warehouse offload Architecture (AS-IS)
ETL
Business Intelligence Layer
Reports
Data Warehouse Layer
DWODS
Data Sources
DB Files
23Copyright © Capgemini 2016. All Rights Reserved
Data WARP: Accelerate your data journey to insights | May 2016
Sample Transformation: Data Warehouse offload Architecture (TO-BE) with Informatica Big Data
Business Intelligence
Layer
Semantic LayerData Sources
DB Files
Data Warehouse Layer
Data Warehouse
Data Services
ETL/ELT
Big Data Edition
ET/ELTL
Life Cycle Management
Profile Parse ETL
Match Cleanse
Data A
rchive
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Data WARP: Accelerate your data journey to insights | May 2016
Leading you to a better, faster and cheaper data landscape
DWO using Hadoop enables clients to take full advantage of big data technologies to optimize the ratio between the value of data and its storage costs, while also gaining extended capabilities to handle complex data and providing users with a richer analytical experience.
Save…
Infrastructure costs ~ Commodity hardware and software is used for archived data, lowering infrastructure costs
License costs ~ License costs for existing data warehouses are reduced because less data needs to be stored there.
Solution Highlights
Accelerate…
Transform…
Build on the technology you already have, rather than replacing or recreating it
A single abstract layer – supports any future BI visualization tools, makes it easy to add information in future
No change to the business definitions and programming logic of the existing BI structure.
Unstructured and structured data combined for inclusion in report
Better data security and governance.
Optimum performance by Intelligent archiving.
25Copyright © Capgemini 2016. All Rights Reserved
Data WARP: Accelerate your data journey to insights | May 2016
With DWO After0
2
4
6
8
10
12
HadoopDW
Before After0
50
100
150
200
250
300
350
HadoopDW
For example with a great TCO reduction
License Cost: The cost of license per TB significantly lower for Hadoop compared to any appliance based solution
Acquisition Cost: Cost of acquiring any appliance is higher than cost of setting up a Hadoop cluster
Deployment Cost: Quicker deployment of Hadoop Personnel: Reduction in number of critical and highly skilled
database administrators with lesser number of Hadoop administrators.
Storage: Reduced storage requirements on costly appliances with increased storage on low cost Hadoop platform. Over 90% compression ratio can be achieved on Optimized file archive data
Archiving: Improves data governance as security and retention policy can be defined on the data.
Data Volume
Dat
a in
TB
Cost
Cos
t in
K$
*Informatica license cost not included in calculations
26Copyright © Capgemini 2016. All Rights Reserved
Data WARP: Accelerate your data journey to insights | May 2016
Sample Transformation: DQ As A Service with Informatica & Capgemini combined Cloud offering
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Data WARP: Accelerate your data journey to insights | May 2016
Providing you with high service against low cost, quickly...
Comprehensive combination of software, hardware and services Delivered consistently via an industrialized process Dedicated team of highly qualified and experienced DQ experts works with a platform powered by Informatica,
the leader in this field.
Complete service delivered to the highest standards:
Save 75% costs over three years compared with a traditional service Just pay a sign-up fee and monthly subscription – all software, infrastructure and staff costs are included Automation and Rightshore® keep costs down.
Low, predictable costs:
Up and running in <4 weeks (compared with 4-6 months for traditional DQ services) Catalogue of over 200+ predefined DQ rules caters for most industries and geographies – and can be
customized and supplemented.
Quick start:
28Copyright © Capgemini 2016. All Rights Reserved
Data WARP: Accelerate your data journey to insights | May 2016
… with a simple and scalable solution
Secure multi-tenanted environment, handling anything from a few 100,000 records to several million Dedicated tenant structure recommended for very large clients.
Flexible, scalable solution:
Data and documentation provided in user-friendly formats Single point of contact for all queries.
Ease of use:
29Copyright © Capgemini 2016. All Rights Reserved
Data WARP: Accelerate your data journey to insights | May 2016
Summary
Transformations in your data landscape can enable business value and lead to IT cost reductions
Your current landscape is already dealing with numerous issues To move forward you need to:
• Better understand your current landscape• Better understand your future landscape• Better understand the cost of the transformation
Data WARP will deliver your performance against best practice reference architecture, a transformation roadmap and a business case to justify your investments,
Data WARP will enable you to make a fact based decision on transformations in your data landscape like offload, archiving, improved data quality
With a strong, proven and robust methodology
30Copyright © Capgemini 2016. All Rights Reserved
Data WARP: Accelerate your data journey to insights | May 2016
Capgemini is named Informatica Global Partner Our partnership ensures we are well-linked to Informatica organization at all levels to provide the best service for our clients 1,000+ Informatica-trained resources worldwide – across Informatica PowerCenter, Informatica Data Quality, Informatica
MDM and other Informatica tools Dedicated Informatica Centre of Excellence (CoE) for project and market consultation, competency building as well as
reporting and monitoring. We apply our core domain and business analysis expertise to create optimized Informatica objects and striking a balance between performance and cost.
Capgemini and Informatica have a longstanding partnership
Capgemini has a Premium Partnership with Informatica. Together Capgemini and Informatica deliver compelling and robust solutions to our clients
Access to Informatica software for training, demonstration, and integration purposes
Access to online technical support and knowledge base
Access to Informatica software upgrades and patches Tele-support access Discounts on product training/certification Access to product/solution professional certification.
Benefits B2B Data
Transformation BigData Cloud CEP Data Quality Data Explorer Data Privacy
Product portfolio
PIM ILM Informatica MDM PowerCenter PowerExchange
Winner 2016Innovation Award
What is next on your journey?
The information contained in this presentation is proprietary.Copyright © 2016 Capgemini. All rights reserved.
Rightshore® is a trademark belonging to Capgemini.
www.capgemini.com
About CapgeminiWith more than 180,000 people in over 40 countries, Capgemini is one of With more than 180,000 people in over 40 countries, Capgemini is one of the world's foremost providers of consulting, technology and outsourcing services. The Group reported 2015 global revenues of EUR 11.9 billion. Together with its clients, Capgemini creates and delivers business, technology and digital solutions that fit their needs, enabling them to achieve innovation and competitiveness. A deeply multicultural organization, Capgemini has developed its own way of working, the Collaborative Business Experience™, and draws on Rightshore®, its worldwide delivery model.
Learn more about us at www.capgemini.com.