1
Data & Analytics
100+
Advanced Analytics
experts
120+
Active
customers
25+
Fortune 500
customers
900+
BI & Information
Management
experts
15+
Proprietary
tools
Data & Analytics Solutions - Overview
Information Management
Data governanceData modeling & architecture Master data management Enterprise data warehousing DW Re-architecture
Big data strategy and solutions
Business Intelligence
Advanced visualization Reporting & dashboards Mobile BIPackaged BI
Advanced Analytics
Exploratory data analysis SegmentationAdvanced forecasting Predictive modeling
Confidential - For Limited Circulation Only
Understanding the Play: The Data and Analytics
Continuum
3
Managing Data
EDM, DI, MDM, DW
Provide a comprehensive data
management framework, architecture
and governance to achieve a “single
version” of truth
Business Intelligence
Descriptive Analytics
Provide a comprehensive data
reporting/dashboards framework,
architecture and governance to deliver
appropriate, timely and actionable
information
Insight Generation
Predictive Analytics
Through an integrated analytics
framework and by applying business
rules, statistical models, visualizations,
and industry specific context derive
actionable insights from disparate data
Decision Science
Optimization
Turning actionable insights into
measurable outcomes and improving
the speed and quality of decision
making
Value to the Enterprise
Visualizing the Landscape: All aspects from data to
methods & consumption to enablement
Enablem
ent
Methods
&
C
onsum
ption
D
at
a
Managing
Data
BI &
Advanced
Analytics
Functional
Analytics
Solutions
Transform &
Enable
Data and Analytics Diagnostics & Assessments
Data and Analytics Strategy & Roadmap
Development
Data and Analytics as a Managed Service Journey Management Industry Specific Analytics Customer Insight, Distribution & Marketing Analytics Digital Analytics
Web Analytics Big Data Analytics
Descriptive Analytics
Predictive Analytics
• Data Visualizations • Alerts • Dashboards • Ad hoc reports • Query drill-down • Forecasting • ARIMA • Network Analytics • Text Analytics • Sentiment Analytics • Segmentation • Clustering, • CART, CHAID • Response Modeling • Regression • Neural network • End-user query • Financial Reporting • Industry Point Solutions • Mobility Reporting • Visual Discovery
Data Sources ETL MDM
Business Intelligence Tools
Enterprise Data Warehouse
• Data consolidation • Cubes, OLAP • Single integrated /360◦customer view Transactional Financial Channel Risk CRM External
External data integration Transformation Summarization DQ - Cleansing Metadata Match/Merge Enrichment Taxonomy Linkage
Confidential - For Limited Circulation Only
Data Challenges & Our Offerings: Effectively managing
data as an enterprise asset
Client Challenges
• Exploding and unknown sources of data
• Structured and unstructured data
• Lack of synergy across systems and platforms
• How to sense and explore multi-channel data
• Data stovepipes and interoperability
• Governance of data
• Consistency of data
• Lineage & traceability of data
5 Our Functional Offerings
• Customer 360 Degree view, Customer
Insight Data Model
• Master Data Management & Data
Quality Services
• Data Architecture Services
• Data Integration Services
• Big Data Services
• Data Governance
Our Assets & Accelerators
• Technology Starter Kits
• Data Flow Assessment Accelerator
• DW / BI Diagnostics & Assessment Methodology
• Data Management Toolkit (DQ Framework & Rule Book, RUBIC
MDM Framework, Data Governance Framework)
• ETL Test Data Generator
• Generic Fact & Dimension Loaders
• Data Architecture Framework
Our IG Specific Offerings
• BFSI – IIW / BDW based DW, Risk
Modeling*
• Retail / CPG – Oracle Retail Data
Model based DW*
• T&T – Oracle Airline Data Model based
DW*
BI Challenges & Our Offerings: Deriving consolidated,
timely and actionable information from available data
Client Challenges
• Information sources in different locations require a major effort to consolidate them into a coherent business story
• Traditional BI tools often lack the flexibility to “process up” data into metrics needed to evaluate the business
• Significant effort is required to move the data into Management reports in Microsoft Office
• Much of the valuable BI data is managed in disconnected solutions making it difficult to rapidly answer ad hoc business questions
• The existing BI/reporting system is not scalable and not sufficient to meet our future data and analytics needs
Our Functional Offerings
• Enterprise Data Warehouse Services
• Industry specific Point Solutions & KPI
Library
• BI Reporting & Analysis Services
• Business Led BI and Performance
Management
• Mobile BI Services
• Report Rationalization Services
• BI Competency Centers / BI Factory
Our Assets & Accelerators
• IG Specific KPI library
• Performance Management Framework
• Geo-Spatial Reporting Framework
Our IG Specific Offerings
• BFSI – GRC Reporting*, Geo-Spatial
Risk Intelligence
• Retail / CPG – Store Operations,
Merchandizing*
• T & T – Revenue Mgmt. Reporting • Hi-Tech – Network Management
Reporting / Dashboard*
Confidential - For Limited Circulation Only
Analytics Challenges & Offerings: Deriving insights from
disparate data sources & generating actionable insights
Client Challenges
• Formulating the right set of business questions
• Identifying the right analytics techniques
• Developing advanced analytics capabilities
• Building the right analytic talent, skills and acumen
• Creating the right capabilities to rapidly deliver insights
• Aligning analytics initiatives to business issues so insights are relevant and drive outcomes
• Separating the signal from the noise to identify the insights that matter
• Visualizing and consuming insights
7 Our Assets & Accelerators
• Analytics Diagnostics
• Customer Insights & Customer Value Management Blueprint
• Custer Service Management Framework
• TPA Framework
Our Functional Offerings
• Customer Insight
• Customer Experience Management
• Sales & Marketing Analytics
• Churn Mgmt. Analytics
• Operations Analytics
• Portfolio Value Analytics*
• Fraud & Compliance Analytics*
• Social Media Analytics*
Our IG Specific Offerings
• BFSI – Fraud Analytics, Risk Modelling*,
Agent Performance*
• CPG / Retail – Demand Forecasting,
TPA, Manufacturing Analytics*, Market Basket Analytics, Store Clustering
• T&T – Fleet & Fare Analytics*, Revenue
Maximization*
• Hi-tech – Network Analytics*, Web
Analytics, Performance & Risk Mgmt.,
Actionable Outcomes Challenges & Our Offerings: Executing
the insights and integrating those into the processes
Client Challenges
• Making the insights actionable by embedding analytic insights into key decisions and processes
• Scaling analytics capabilities to rapidly generate and deliver insights
• Ensuring that insights are converted into consumable outcomes
Our Assets & Accelerators
• Change Management Framework
• Analytics as a service framework*
• Analytics Culture Assessment*
Our Functional Offerings
• Pricing Optimizations*
• After Sales Analytics*
• Customer Insights Driven Optimization*
Our IG Specific Offerings
• BFSI – Churn Management, Agent
Performance
• CPG / Retail – TPO, Assortment
Optimization, Supply Insight-Driven Planning* & Buying Optimization*
• T&T – Fleet / Crew Optimization*,
Route Optimization*
• Hi-Tech – Network Optimization*,
Search Engine Marketing
Confidential - For Limited Circulation Only
Mindtrees’s DAS CoEs
9
Data
Integration
Data
Management
Analytics
Big Data
BI /
Reporting
Adv. Data
Visualization
Next Gen.
Data Arch.
DAS CoEs
Innovation
& Thought
Leadership
BI Accelerators, Industry Point Solutions/Dashboards Tech Focus: SAP-BO, Cognos,
MSTR, OBIEE, MS-SSIS Adv. Data Visualization
Scenarios/Libraries Tech Focus: QlikView, Tableau,
Spotfire
Data Architecture Accelerators Tech Focus: Netezza, Teradata,
Exalytics
Big Data Accelerators, Use Cases by Industry
Tech Focus: Cloudera, DataStax, Open Source Hadoop
Analytics Diagnostics Customer Insight Offering
Web Analytics
Tech Focus: Revo-R, SAS, Omniture Data Management Accelerators
Tech Focus: MDM/DQ -Informatica, IBM MDM, SAP,
DG Data Integration Accelerators Tech Focus: Informatica, IBM-DS, SAP-BODI, Oracle-ODI,