Smart Data Lakes: Revolutionizing Enterprise Analytics

©2016 Cambridge Semantics Inc. All rights reserved.

Smart Data Lakes®: Revolutionizing Enterprise Analytics

Marty LoughlinVice President

Cambridge Semantics, Inc.

Strata+Hadoop World September 2016

©2016 Cambridge Semantics Inc. All rights reserved.

Any Questions?

©2016 Cambridge Semantics Inc. All rights reserved.

Business Questions

Which traders traded Tesla in their personal account in the 24

hours before a news story broke?

What is our exposure to Lehman Brothers?

Who is the best investigator for a phase II trial of an injectable liver

cancer drug?

©2016 Cambridge Semantics Inc. All rights reserved.

©2016 Cambridge Semantics Inc. All rights reserved.5

©2016 Cambridge Semantics Inc. All rights reserved.

©2016 Cambridge Semantics Inc. All rights reserved.

©2016 Cambridge Semantics Inc. All rights reserved.

©2016 Cambridge Semantics Inc. All rights reserved.

Linking and Contextualizing Information

On Tuesday, Drugs123 Inc. announced phase 1 development of their newest sleep aid therapeutic, Narcoleptol.

On Tuesday, Drugs123 Inc. announced phase 1 development of their newest sleep aid therapeutic, Narcoleptol.

Company Website Mkt Cap

Bio Corp biocorp.com $2.2B

Drugs123 drugs123.com $930M

… … …

Competitive Intelligence database

Company

Drugs123

930,000,000

name

marketcap

drugs123.com

website

Web news

Drug Development

1

developmentstage

activityDrug

developing

Insomnia

indication

Narcoleptol

brandname

CRM System

Note

about

3/7/2012

Initial safety signals are …

when

note

©2016 Cambridge Semantics Inc. All rights reserved.

Cambridge Semantics(Illustrative Pharma Company Use Case))

©2016 Cambridge Semantics Inc. All rights reserved.

Anzo Smart Data Lake® 4.0Unified Data Lake Offering

Data Landscape

Smart Data Discovery

Enterprise Data Lake

Smart Data Discovery

©2016 Cambridge Semantics Inc. All rights reserved.

What Data Makes Sense in a Smart Data Lake?

Data Sets

Data Sources

Few

Many

Small Large

Simple Data Big Data

Diverse Data Complex Data Smart Data Lakes unrivaled value• Multiple sources

• Many entity types & relationships• Structured and unstructured

Limited data sources with small data sets – historically the bulk of enterprise data harmonization efforts

Large data sets but which originated from a limited number of data sources (i.e. a few tables)

• Large data sets that• Multiple, disparate structured &

unstructured sources

As Data Sources and Data Sets continue to grow, the need and value of Smart Data Lakes increases

©2016 Cambridge Semantics Inc. All rights reserved.

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