AI First Platform for Programmers

Transcript

1. AI-FIRST PLATFORM FOR PROGRAMMERS
2. THE LAST MILE PROBLEM FOR DATA Last Mile
3. Copyright © 2012 - 2017 Accenture. All rights reserved. 3 HOW WOULD AN AI-DRIVEN PROGRAMMING ENVIRONMENT LOOK?
4. Copyright © 2017 Accenture All rights reserved. 4 System New variable identified - Can you help me identify the mapping ? Now
5. Copyright © 2017 Accenture All rights reserved. 5
6. Copyright © 2017 Accenture All rights reserved. 6
7. Copyright © 2017 Accenture All rights reserved. 7
8. Copyright © 2017 Accenture All rights reserved. 8 ARE WE THERE YET?
9. ˜Artifact definitions are based upon CDISC standards HIGH-LEVEL COMPONENTS Copyright © 2017 Accenture. All rights reserved. 9 System Software (“The Engine”) • Code-generation “engine” • Read and interpret metadata • Generate programs • Execute programs Artifact Definitions Metadata Library • Global standard artifacts, for study use • Study-level artifacts • Artifact types: SDTM, ADaM, TLF Metadata Registry (MDR) • Central management of artifact definition metadata • Development, governance, and use of artifact definitions CDISC 1 2 3
10. METADATA ENABLES AUTOMATION METADATA PROVIDES INPUT TO AN ENGINE DESCRIBING HOW TO TRANSFORM THE INPUTS AND OUTPUTS FOR AUTOMATION METADATA DESCRIBES THE OBJECT AND ALSO PROVIDES MACHINE READABLE PROCESSING INFORMATION WHILE SPEEDING THE PROCESS Automate submission-ready artifact creation Automated data transformation & analysis Build SCE EDC DMS Analyze SDTM TFL ADaM CRT Package Protocol SAP Data Mgmt. Plan Annotated eCRF MACHINE LEARNING
11. www.accenture.com/alsc | AUTOMATION WILL OPTIMIZE THE GENERATION OF STANDARD ARTIFACTS THE KNOWLEDGE GAINED FROM AUTOMATION WILL PROVIDE INSIGHTS FOR CONTINUOUS MACHINE LEARNING TO DELIVER “THE LAST MILE” CONCLUSION Inputs Outputs Engine Semantic, Graph & AI Technology
12. WRAP UP TELL US ABOUT YOUR AI VISION! HOW ARE YOU USING DIGITAL TECHNOLOGY TO ENABLE AI/MACHINE LEARNING IN YOUR ORGANIZATION? COME SEE OUR NLP, AI & ROBOTICS ADVANCEMENTS AT THE ACCENTURE BOOTH