Delivering data you can trust with Talend 2019
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The document discusses how implementing a three step data governance plan including discover and cleanse data, organize and empower data stewards, and automate and enable trusted data can help businesses deliver trusted data at speed. It provides examples of how data governance addresses business drivers like improving productivity, managing risks, and enabling analytics. The document also presents use cases for data governance and a demo of how it works in action for a sports company.
Delivering data you can trust with Talend 2019
- 1. DELIVERING TRUSTED DATA AT THE SPEED OF BUSINESS WITH TALEND SEPTEMBER, 2019
- 2. 22 DELIVERING TRUSTED DATA AT THE SPEED OF BUSINESS WITH DATA GOVERNANCE The trusted Data Challenge Data you can trust with Talend Demo 4 Use cases for Data Governance 01 02 03 04
- 3. 33 TRUST MAKES OR BREAKS DIGITAL TRANSFORMATION No business without trust No AI without trust “Through 2022, 85 % of AI projects will deliver erroneous outcomes due to bias in data, algorithms, or the teams responsible for managing them” Gartner
- 4. 4 WHAT DO WE MEAN BY DATA GOVERNANCE? Data Gover- nance Organization Policies Processes Risk and Compliance Data Portability Data Quality Data Inventory Data Ownership
- 5. 55 BUSINESS DRIVERS FOR DATA GOVERNANCE 24% TIME WASTED IN DATA RELATED ACTIVITIES IMPROVING USER PRODUCTIVITY AVOIDING FINES & LOSS OF CUSTOMER TRUST $342B FINES FOR FINANCIAL SERVICES SINCE 2009 ENABLING A WIDER AUDIENCE WITH MEANINGFUL DATA 75% EMPLOYEES ARE DISCONNECTED FROM BUSINESS CRITICAL DATA MANAGING DATA RISKS 20% REDUCED OPERATING COSTS FOR RISK Source: Reuters, McKinsey, IDC, VMWare
- 6. 66 MODERN DATA GOVERNANCE HOW TO GO FROM REALITY... ...TO THE PROMISED LAND
- 7. 77 A THREE-STEP PLAN TO DELIVER DATA YOU CAN TRUST
- 9. 99 DISCOVER & CLEAN DELEGATE CLEANSING IN THE CLOUD HIGHLIGHT DATA QUALITY ISSUES EXPLORE ANY DATA
- 10. 1010 #1 DISCOVER & CLEAN #2 ORGANIZE & EMPOWER #1 DISCOVER & CLEAN
- 11. 1111 ORGANIZE & EMPOWER ORCHESTRATE STEWARDSHIP ENCOURAGE PEOPLE WITH DATA CURATION CREATE A SINGLE SOURCE OF TRUST
- 12. 1212 #1 DISCOVER & CLEAN #2 ORGANIZE & EMPOWER #3 AUTOMATE & ENABLE #2 ORGANIZE & EMPOWER
- 13. 1313 AUTOMATE & ENABLE ENABLE EVERYONE WITH CLOUD APPS LEARN WITH ML FOR REMEDIATION <YES/NO> PUBLISH TRUSTED DATA WITH API SERVICES APP AP PAPP AP P
- 14. 1414 #1 #2 #3 DISCOVER & CLEANSE DATA YOU CAN TRUST AUTOMATE & ENABLE DATA YOU CAN TRUST ORGANIZE & EMPOWER DATA YOU CAN TRUST DELIVER DATA YOU CAN TRUST
- 15. 1515 DATA INTEGRATION FROM DATA INTEGRATION TO INTELLIGENCE • APPLICATION INTEGRATION • DATA INTEGRATION • DATA LOADING Trust DATA INTEGRITY DATA INTELLIGENCE • DATA PREPARATION • DATA STEWARDSHIP • DATA QUALITY + • DATA CATALOGING • DATA LINEAGE • METADATA MGMT + Speed
- 16. 1616 DATA GOVERNANCE IN ACTION THE GOVERNED DATA LAKE
- 18. 1818 #1 DISCOVER & CLEAN #2 ORGANIZE & EMPOWER #3 AUTOMATE & ENABLE
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- 23. 2323 WRAP-UP DISCOVER & CLEANSE ORGANIZE & EMPOWER AUTOMATE & ENABLE • Explore • Understand • Notify • Propagate • Drive Usage • Track & Trace • Orchestrate • Remediate • Certify
- 24. 24 4 USE CASES FOR DATA GOVERNANCE Reach a wider audience Enforce control Crowdsource knowledge IT modernization & Change Mgmt Governed Analytics Change analysis & migrations Establish a single point of Mgmt Data Auditing Data Compliance & Privacy GDPR, PDPA, CCPA, HIPAA.. BCBS 239, IFRS, IDMP… ACORD, CDISC… Data Hubs Customer 360 Employee 360° Product 360°