The Year of the Graph

1. The Year of the Graph Ben Szekely, VP Solution Engineering

4. Unstructured Content Diverse Data Sources Enterprise Data Lakes Internal Databases & Applications Industry Standards & Open Data Third-Party Data Open Standards Scalability Security Governance The Enterprise Knowledge Graph

8. ©2018 Cambridge Semantics Inc. All rights reserved. On-line Transaction Processing (OLTP) On-line Analytical Processing (OLAP) Large number of short transactional queries (ex: SELECT, UPDATE, DELETE) Relatively fewer but complex analytical queries on large data (ex: AVERAGE, SUM, COUNT) Graph Database Market Segmentation

9. ©2018 Cambridge Semantics Inc. All rights reserved. Relational Databases Graph Databases On-line Transaction Processing (OLTP) On-line Analytical Processing (OLAP) Large number of short transactional queries (ex: SELECT, UPDATE, DELETE) Relatively fewer but complex analytical queries on large data (ex: AVERAGE, SUM, COUNT) Graph Database Market Segmentation

10. ©2018 Cambridge Semantics Inc. All rights reserved. Relational Databases Graph Databases AnzoGraph™ Graph Databases Relational Databases On-line Transaction Processing (OLTP) On-line Analytical Processing (OLAP) Large number of short transactional queries (ex: SELECT, UPDATE, DELETE) Relatively fewer but complex analytical queries on large data (ex: AVERAGE, SUM, COUNT) Graph Database Market Segmentation

14. ©2018 Cambridge Semantics Inc. All rights reserved. Today’s Graph Application Harmonize and Connect Data Across N>1 Data Sources Firmographics Data Citeline Data Salesforce Data Multi-value cells need to be parsed No schemas exist to interlink data

15. ©2018 Cambridge Semantics Inc. All rights reserved. Today’s Graph Application Harmonize and Connect Data Across N>1 Data Sources Firmographics Data Citeline Data Salesforce Data Multi-value cells need to be parsed No schemas exist to interlink data

18. ©2018 Cambridge Semantics Inc. All rights reserved. Driving Digital Transformation of the Science-Driven Business Graph provides a data model flexible and scalable enough to digitize even the most complex business processes

23. ©2018 Cambridge Semantics Inc. All rights reserved. The Semantic Layer A human-readable representation of data that uniquely identifies and connects data with common business terms. A layer that helps end users access data autonomously, securely and confidently.

24. ©2018 Cambridge Semantics Inc. All rights reserved. An Information Fabric in the Life Sciences Industry Drug Discovery Preclinical Product Development FDA Review Scale Up Production Post Marketing Surveillance PHASE 1 PHASE 2 PHASE 3 ~5,000-10,000 Compounds 250 Compounds 5 Compounds 3-6 Years 6-7 Years 0.5 - 2 Years Indefinite INDSUBMITTED NDA/BLASUBMITTED PREDISCOVERY Number of Volunteers 20-100 100-500 1,000-5,000 $538m $119m $219m $255m $251m $39m FDA Approved Clinical Trial Exploratory Analytics

25. ©2018 Cambridge Semantics Inc. All rights reserved. An Information Fabric in the Life Sciences Industry Drug Discovery Preclinical Product Development FDA Review Scale Up Production Post Marketing Surveillance PHASE 1 PHASE 2 PHASE 3 ~5,000-10,000 Compounds 250 Compounds 5 Compounds 3-6 Years 6-7 Years 0.5 - 2 Years Indefinite INDSUBMITTED NDA/BLASUBMITTED PREDISCOVERY Number of Volunteers 20-100 100-500 1,000-5,000 $538m $119m $219m $255m $251m $39m FDA Approved Clinical Data Standards Mgmt Clinical Trial Exploratory Analytics Real World Research PV & Safety Case Management

26. ©2018 Cambridge Semantics Inc. All rights reserved. An Information Fabric in the Life Sciences Industry Drug Discovery Preclinical Product Development FDA Review Scale Up Production Post Marketing Surveillance PHASE 1 PHASE 2 PHASE 3 ~5,000-10,000 Compounds 250 Compounds 5 Compounds 3-6 Years 6-7 Years 0.5 - 2 Years Indefinite INDSUBMITTED NDA/BLASUBMITTED PREDISCOVERY Number of Volunteers 20-100 100-500 1,000-5,000 R & D Intelligence (CI) $538m $119m $219m $255m $251m $39m FDA Approved Product Development & Regulatory Clinical Trial Operations Medical Advisory Board Analytics Clinical Data Standards Mgmt Clinical Trial Exploratory Analytics Real World Research Voice of the Customer Analytics Source of Influence Commercial Analytics PV & Safety Case Management

27. ©2018 Cambridge Semantics Inc. All rights reserved. “As the influx of use cases for advanced analytics and data exploration continues to rise, we have experienced greater than expected growth in the intrinsic value of the information fabric, providing insights previously requiring human heroics to achieve.” The Information Fabric ASDL Fortune 100 Customer

31. ©2018 Cambridge Semantics Inc. All rights reserved. Data Ingestion Structured Data Ingest and ETL Storage Infrastructure Data Cataloging Basic Metadata Cataloging Self Service Access to Raw Data Sets Standard Data Lake Offerings Focused on ingest and cataloging Many Organizations Have Established Data Lakes 31

32. ©2018 Cambridge Semantics Inc. All rights reserved. Data Ingestion Structured Data Ingest and ETL Storage Infrastructure Data Cataloging Basic Metadata Cataloging Self Service Access to Raw Data Sets Standard Data Lake Offerings Focused on ingest and cataloging Many Organizations Have Established Data Lakes 32 But does not address: - Unstructured Data/NLP - Data Prep - Custom Coding - Data Integration - Multiple Vendor Integration

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