A Matter of Semantics

Transcription

1 A Matter of Semantics Harmonizing data into Enterprise Knowledge Ted DellaVecchia

2 Digital Health Collaboration Cloud - Conceptual 2017 = $11.5B in funding Our TAKE: Technology that improves business operating efficiency Technology that supports decision making and personalized medicine Technology that empowers patients Technology that protects against cyber threats and data breaches Technology that improves remote health monitoring In 2018 we forecast a shift as much of this effort becomes focused around a new set of approaches to data optimization and analysis

3 Healthcare Has Become a Data Problem

4 From MU to Promoting Interoperability

5 Enterprise Technology Debt Dominant Design $ SECURITY INTEGRATION PERF/SCALE STANDARDS WEB SERVICES REST MICROSERVICES TASKS DECISIONS DATA INTEGRATION

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8 Data Management & Analytics in Healthcare Inflection point for information management & enterprise analytics Regulatory, Business and Technology drivers challenging infrastructure Scale, speed, agility, efficiency & harmonization of meaning critical New Big Data/Infrastructure technologies offer great potential, but.. Market Need Business self-service access to harmonized, well understood, high-quality, governed disparate data

9 Healthcare Community Collaboration Ecosystems Value Web Defined: a digital business innovation ecosystem as a coordinated network of enterprises, business solutions and customers that creates value for all participants Partnerships a Must to Reduce Inefficiencies and Waste Accelerate Innovation To remain viable, all modern organizations have to better synthesize and align the interests, capabilities and actions--related to a stated purpose and its goals--of all its Stakeholders.

10 The Spark of Transformation

11 SERVICE CAPABILITIES Research The and Healthcare Hands-on Enterprise Experience Reinvention Framework Knowledge Creation Knowledge Transfer STRATEGIC CAPABILITIES Innovation Community Citizenship Each Enterprise will tailor the Service and Consumer Capabilities based on value and priorities established by the desired business operating model and the unique vision of that enterprise and/or ecosystem. CONSUMER FACING CAPABILITIES Integration Information Management ENABLING CAPABILITIES Performance Management Collaboration Event Management STRATEGIC CAPABILITIES = what outcomes you want your services to result in SERVICE CAPABILITIES = what you deliver ENABLING CAPABILITIES = what you do that enables delivery of all business services. Together they form a platform for business excellence and agility. CONSUMER FACING CAPABILITIES = what you do to connect with customers

12 Maturity Model EVENT MANAGEMENT Ability to understand context and deploy evidence-based responses to influence business and or clinical outcomes PERFORMANCE MANAGEMENT COLLABORATION Capability to synthesize work within & across organizational structures / boundaries for shared value creation and shared ecosystem objectives Capability to set, measure/monitor, and take action on enterprise expectations INTEGRATION INFORMATION MANAGEMENT Capability to acquire, curate, analyze, and distribute semantically interoperable contextual information to create knowledge and inform decisions in real-time Capability to interconnect disparate aspects of a digital enterprise - policies, procedures, data, information, & technologies

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14 Metadata Management Yields Efficient/Effective Business Value

15 Example: Cost Effectiveness & Optimization - Metadata Management

16 The Semantic Layer The Information Fabric The complex process of bringing together different data sources throughout an organization is now being automated creating a single, semantic layer of an organization s data. WIRED News Semantic approaches are the future of the enterprise information fabric Michele Goetz - Principal Analyst Forrester Research Growth & Value 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. ASDL Life Sciences Customer

17 An Information Fabric for On-Demand Access to Data Trading Data SFDC/CRM Data Feeds Real-time Ingest Landing Area Catalog Metadata - Meaning Prepare Data Layers Context Relationships Analyze HTTP ODATA Services Accelerated Insight Virtual Graph-marts Patient Populations Predictive Analytics AI Text Mining & Graph Analytics Research NLP, Text Analytics, Sentiment Analysis Chat Log Graphmarts BI & Reporting PDF News Machine Learning Auto generation Spark ingest/transform jobs from auto/collaborative mapping In-memory data profiling, transformation & harmonization Data set preparation for downstream consumption

18 Semantic Interoperability

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

20 Layered Enhancement of the Enterprise Knowledge Graph Dynamically prepare analytics ready-data sets Apply rules and relationships to link, conform and harmonize Ingestion of raw data

21 Recommendations IT shops reduce the drag of Tech Debt Simplify & Modernize Lead the extensions of durable business and clinical innovations Data to Information to Knowledge to Insight to Action Maturity Model approach Semantics to Interoperate Disparate Vocabularies - Turn data into assets Lightweight and elastic Knowledge Graphs for AI & ML advancements Future Proof by investing in Open Standards

22 Closing Audience Interaction - Reaction & Feedback Questions? THANK YOU & NORTH CAROLINA Chapter of HIMSS!

23 A Matter of Semantics Harmonizing data into Enterprise Knowledge Ted DellaVecchia