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• Sentient Enterprise for Dummies Where do we start?

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2 © 2016 Teradata

Capability Shift – Technology

•Agile Data Warehouse

•Behavioral Data Platform

Cultural Shift – People and Process

•Collaborative Ideation Platform

•Analytical Application Platform

Automation Shift – Smarter Machines

•Autonomous Decisioning Platform

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Helping our Clients be More Successful

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Choosing Your Path

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Agile Data: IDWs + VDMs + Federation

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Extend data warehouse

Build out the Unified Data Architecture

Ensure agile innovation, incubation

New relaxed governance rules

Freedom to fail forward

Efficient virtual data marts

Dependent marts to avoid data drift

Consolidate

cloud marts,

Hadoop marts

5 © 2016 Teradata

A Data Mart Cannot be Cheap Enough to Justify its Existence

– Maintaining separate databases

– Weekly/daily/hourly data transfers

– Data inconsistencies

– Data duplication and costs

– Increased complexity

– Loss of control

– Executive reconciliation debates

Data drift

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Products

• IDW, Data Labs , TVME, Aster Analytics

• Teradata Cloud, Teradata on AWS

• Federated BI tools, QueryGrid

Services

•Data mart consolidation

•Data lakes consolidation

•Readiness and maturity assessments

Partners

• Informatica, Composite

•AWS, Azure

Agile Data: Products, Services, Partners

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People

Products

Services

Agile Data: People and Process

• Foster a culture of innovation – Permit people to fail forward

• Use agile processes liberally – But not exclusively

• Flexible governance – Levels of control, not data jailors

• Faster deployments needed

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From Transactions to Interactions

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Value from behaviors:

the Why

End-to-end customer

experience

Machine to machine behaviors

Listening to the Data

Continuous event streams

From once a day to once a second

Non-coupled and loosely coupled

data

Data granularity and structure

New analytics new KPIs

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Behavioral Data: Products, Services, Partners

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Products • UDA platforms, name-value-pairs extraction

• Aster Npath, statistics, text analysis, and graph

Services

• Data placement plans (cost and temperature)

• Data integration offers, transformation tools

• Data lake data integration

Partners • Informatica, IBM Datastage

• SAS, FuzzyLogix, Microsoft R Server

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People

Products

Services

Behavioral Data: People and Process

• Data scientists arrive – Finding new questions

• New KPIs and analytic skills – Search, Python, R

– 1000s of segments

• Analytics not just reports – Bayes, neural net, nPath, graphs

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Collaborative Ideation: Crowd Sourcing Analytics

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Crowdsourcing analytic

knowledge

Our Wikipedia of analytics

Corporate articles on KPIs and aggregates

Analyze my analytics

What data is popular?

Where did this data come from?

Who can help me?

Internal LinkedIn of analytics

experts

Who has done this analysis before?

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Collaborative Ideation: Products, Services, Partners

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Products

•Data Lab

•Search (Solr, ElasticSearch)

Services

•Knowledge management consulting

•Wiki and portal builders

Partners

•Alation

•Panorama Necto, Yellowfin, Cognos

•ProFinda, WhoKnows, Jive Software

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Collaborative Ideation: People and Process

• Management objectives – Foster collaboration efforts – Contributing knowledge is your job – Go beyond silo boundaries

• Reuse existing reports, dashboards – Compose faster, easier – Search for existing queries, analytics

• Catalog: tagging, blogs, forums – Content tagging – Data and file lineage

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Products

Services

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Analytics on Your Analytics

Subject matter

experts by table usage

Endorsements, deprecations

& warnings propagate

best practices

Lineage tracks deprecations and changes

Popularity of

columns in queries

Like Wikipedia for analytics

Data stewards

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Analytical Application: What is It?

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Analytics App Store needed

Collections of easy to use

functions

Self service tools: build and share a

report

App platform

Portals, templates, mashup builders

Foster and collect intellectual

capital apps

Crowdsource

app building

Consultants, programmers,

business people, interns, 3rd parties

Agile methods + IP capture

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Analytical Application: Capturing Intellectual Capital

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Products •AppCenter 2.0

Services

•App framework, portal build

•Design workflows

•Capture intellectual capital, build resusable Apps

Partners •WebSphere Portal, Liferay Portal

• BI vendor apps (MicroStrategy, Cognos, etc.)

20 © 2016 Teradata

Analytical Application: People and Process

• App store for your business – Easy to use software

– Easy to share

• Capturing intellectual capital from many

• Let me build scripts and apps too – Business analysts

– Data scientists

– Capture reusable code

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Products

Services

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Autonomous Decisioning

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People don’t scale out

Too much data, too many reports and dashboards

A lot of sifting,

little decision making

Embedded algorithms

Machines make operational

decisions at scale

Example: recommendation

engines

Algorithmic Apps

Display anomalies, and

outliers only

Predict and fix problems before

they occur

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Autonomous Decisioning: Products, Services, Partners

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Products

•Active Data Warehouse

•DCM, Value Analyzer

•Apache Hbase

Services

•Develop & test algorithms

•Embed into websites or applications

Partners

•Machine learning libraries: SAS, Fuzzy Logix, R

•Rules engines, BPMS suites

• InfoSphere Streams, Tibco BusinessEvents

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People

Products

Services

Autonomous Decisioning: People and Process

• Work with developers on business rules – Business people own the rules

– Embed the rules in software

• Handle outliers and anomalies only – Focus on only the important alerts

– People synthesize complex responses

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Sentient Enterprise

Summary

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Are We There Yet?

© 2016 Teradata

100%

50%

0%

Data warehouse

Agility

Virtual

marts

Non & loose

coupled data

Behavioral

analysis

Listening

Analyze my

analytics

Crowd

source

knowledge

Finding

experts

Apps

platform

Quick App

creation

App store

Active UDA

Embedded

Algorithms

Exceptions People

Capability Shift – technology drivers

Cultural Shift – people and process drivers

Automation Shift – efficiency drivers

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