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Copilot Success Starts with Clean Data

Episode 753 of the Microsoft Innovation Podcast podcast, hosted by Mark Smith [nz365guy], titled "Copilot Success Starts with Clean Data" was published on November 2, 2025 and runs 33 minutes.

November 2, 2025 ·33m · Microsoft Innovation Podcast

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Get featured on the show by leaving us a Voice Mail: https://bit.ly/MIPVM 👉 Full Show Notes https://www.microsoftinnovationpodcast.com/753 AI adoption starts with data readiness. Yatindra Ranpura shares a practical framework for deploying Copilot successfully, including how to clean legacy systems, measure adoption, and align with regulations like GDPR and the EU AI Act. Learn how to avoid common pitfalls and build a resilient, scalable AI strategy. 🎙️ What you’ll le...

Get featured on the show by leaving us a Voice Mail: https://bit.ly/MIPVM 

👉 Full Show Notes
https://www.microsoftinnovationpodcast.com/753 
 
AI adoption starts with data readiness. Yatindra Ranpura shares a practical framework for deploying Copilot successfully, including how to clean legacy systems, measure adoption, and align with regulations like GDPR and the EU AI Act. Learn how to avoid common pitfalls and build a resilient, scalable AI strategy. 

🎙️ What you’ll learn 

  • How to prepare your data for Copilot and AI tools 
  • A 3-step framework for successful AI adoption 
  • Ways to identify and remove ROT (redundant, obsolete, trivial) data 
  • How to align AI rollouts with GDPR and the EU AI Act 
  • Techniques for measuring sentiment and adoption across teams 

Highlights 

  • “Data quality is a super important topic.” 
  • “Establishing the correct guardrails of any Copilot release is fundamental.” 
  • “If you don’t need it, you should get rid of it.” 
  • “ROT data means you can really focus on what is the key thing.” 
  • “We discovered the most popular file was the restaurant menu.” 
  • “You want to get something done rapidly, but pull in the right parts of the business.” 
  • “GDPR and the EU AI Act are super important.” 
  • “You can measure sentiment without needing a formal survey.” 
  • “We realised there were three copies of the same information going around.” 
  • “Some organisations aren’t even prepared.” 
  • “You’ve got to make sure you’ve packed properly.” 
  • “We help restructure and break down huge icebergs into smaller ones.” 

🧰 Mentioned 

✅Keywords 
copilot, ai adoption, data quality, office 365, sharepoint, gdpr, eu ai act, rot data, sentiment analysis, power platform, data governance, legacy systems 

Microsoft 365 Copilot Adoption is a Microsoft Press book for leaders and consultants. It shows how to identify high-value use cases, set guardrails, enable champions, and measure impact, so Copilot sticks. Practical frameworks, checklists, and metrics you can use this month. Get the book: https://bit.ly/CopilotAdoption

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Thanks for listening 🚀 - Mark Smith

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