Ed Chavis - UNISYS at the Chief Analytics Officer Forum West Coast

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Text of Ed Chavis - UNISYS at the Chief Analytics Officer Forum West Coast

  • Presented By Ed Chavis

    Unisys Advanced Data Analytics

  • 2016 Unisys Corporation. All rights reserved. 2

    What is possible?

    What Data do you have?

    What Resources do you have?

    Developing a Vision and Strategy Advanced Data Analytics

    Predictive Analytics for Different Industries

    Analytics for IoT Devices

    Pervasive Security Analytics

    Intelligent Applications for Digital Transformation

  • 2016 Unisys Corporation. All rights reserved. 3

    The Digital Analytics Evolution Discover Describe Predict Prescribe

    Clients start a different levels

    Available on day one as a service

    Data products running near-real time

    Data lake to ingest large amount of diverse

    data

    Transformation engine to enrich data sets

    Ability to correlate external and internal data

    Stealth

    Stealth

  • 2016 Unisys Corporation. All rights reserved. 4

    Internal / External Data Sets

    Data Products Become the Drivers for Growth

    Value of Advanced Analytics New Revenue Channels Better Service with Cost Savings Increased Efficiencies

    Analytics Engine Clients Data Lake

    Client Customer Visualize Analyze Process

    Feedback

  • 2016 Unisys Corporation. All rights reserved. 5

    Reusable Data Product Libraries

    Financial Services

    ITSM

    Network Failure Prediction

    Churn Analytics Customer

    Segmentation

    Transportation

    Life Sciences

    Public Sector

    Security

    360 View of Customer

    Mobile & Social Analytics

    Fraud Detection

    Analytics Engine + Data Scientists + SMEs = Powerful Data Products

    Data Product: Analytics artifact created for client consumption providing immediate business value and intrinsic knowledge

    DP Libraries

    Data Products

  • 2016 Unisys Corporation. All rights reserved. 6

    Use Cases Commercial & Government

  • 2016 Unisys Corporation. All rights reserved. 7

    Infographic Example - Border Protection Where the Path Leads?

    Started with a Proof of Concept

    Productionized POC into their Business Process

    One of the Largest Implementation in the US

  • 2016 Unisys Corporation. All rights reserved. 8

    Unisys Stealth(analytics) - Newest Data Product Analyze and Predict Stealth, Cyber and Physical Security Threats

    Predict Who to Trust

    Unisys Stealth(mobile) Unisys Stealth(cloud) Unisys Stealth(core)

  • 2016 Unisys Corporation. All rights reserved. 9

    Advanced Data Analytics Platform

    Productize Normalize Ingest Data

    Data Strategy

    Data Integration

    Data Security

    Storage Rationalization

    Transformation of data

    at scale

    Integration of

    algorithms,

    taxonomies and/or 3rd

    party data

    Reformat, Visualize

    Data Enrichment

    Actionable Intelligence

    Data Mining

    Machine Learning

    Predictive Models

    Scalable Platform &

    Data Scientists Customer Data &

    Domain Expertise

    Business Insights &

    Mission Effectiveness

    Open Data

    Social Data

    Logs

    Serv. Mgmt.

    Asset Mgmt.

    Videos

    Audio

    Pictures

    Docs

    Fraud Detection

    Volume Forecasting

    Sentiment Analysis

    Ticket Optimization

    Customer 360

    Recommender Engine

    Loan Delinquency

    Reservation Optimization

    Equipment Failure

    Advanced Data Analytics As A Service Environment Ready for Business

    HDFS 2.0 YARN Data Lake (Hadoop Ecosystem)

    10 25 Nodes

    Spark

    Tableau Zoomdata

    Ka

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    So

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    RStudio

  • 2016 Unisys Corporation. All rights reserved. 10

    Our Agile Engagement Model

    Proof of Concept Data Rationalization Deployment To Production

    Identify

    Data

    Sets

    Analyze

    Data

    SMEs

    Define

    Data

    Products

    Refine

    Predictive

    Models

    Validate

    Analytic

    Results

    Identify

    Production

    Data

    Integrate

    Analytic

    Engine

    Monitor

    Refine

    Measure

    Proof of Concept 4 to 6 weeks

    Limited Amount of Data One or two ideas Production 6 weeks

    Per Data Product

    Refine and Improve Refine and Improve

  • 2015 Unisys Corporation. All rights reserved.

    Thank You!

  • 2016 Unisys Corporation. All rights reserved. 12

    Intelligent Applications Advanced Analytics To Digitize The Enterprise

    Existing Application

    New Application

    Unisys SDK/API IntelAppKit

    Digitized Application

    Mobile Application

    Collecting Usage Information to Provide

    Better User Experience

    Potentially identify cyber threats

    Understand user behavior

    Are business processes supported by the app as intended?

    Is app behaving as expected?

    Change app dynamically to enhance user experience

    Digitize legacy apps by using analytics

    Build data lake with historical data to predict

    behavior for future applications

  • 2016 Unisys Corporation. All rights reserved. 13

    Greet customer/citizen

    Inform them of new

    products/services

    Inform them last time

    they were there

    Provide forms to check

    their info is correct

    Inform them of wait

    time

    Collect information

    about flow of

    customers/citizens

    Correlate info with

    legacy data

    Provide

    recommendations

    about new services

    Inform them where

    they need to go for

    additional information

    provide map

    interactively

    On the way out

    thanks them for the

    visit

    Send quick mobile

    survey

    Analyze data within

    data lake

    Unisys First IoT Mobile App Connecting Beacons To Collect and Analyze Customer Location Data

  • 2016 Unisys Corporation. All rights reserved. 14

    What are Beacons?

    Beacons are small inexpensive devices that emit a signal that can be picked up by compatible devices such as smartphones and tablets

    Estimote Beacons (pictured right) are compatible with Apples iBeacon protocol and Googles Eddystone beacon format

  • 2016 Unisys Corporation. All rights reserved. 15

    Analytics in the app

    Beacon Buddy tracks user events/actions within the app

    Viewed Alerts

    Ignored Alerts

    More info requested Alerts

    Can be used to determine which alerts/offers are being well received, as well as identify interests on a per-user basis

    Beacon statistics Log when a device enters the range of a

    beacon

    Identify high/low traffic areas in a facility