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AI That Knows Your Code Better Than You Do – YouTube
AI That Knows Your Code Better Than You Do
Get featured on the show by leaving us a Voice Mail: https://bit.ly/MIPVM
In today’s Ecosystems Show, Ana, Andrew, Chris, and William share how they used AI tools like M365 Copilot and Microsoft Fabric to turn messy DevOps data into insights—revealing that 20% of the team did 80% of the work.
🎙️ What you will learn
What happens when AI becomes your most insightful team member? In this episode, the team dives into a real-world case where a custom-built AI copilot transformed 7,000+ DevOps work items into a 120-page strategic report—without a single meeting. From surfacing hidden productivity patterns to reshaping how teams collaborate, this conversation explores how AI is no longer just a tool—it’s a force multiplier. Whether you’re an AI optimist, skeptic, or somewhere in between, this episode will challenge how you think about intelligence, creativity, and the future of work.
🔑 KEY TAKEAWAYS
✅ AI as a Knowledge Synthesizer: Learn how a custom copilot built on DevOps data enabled full project, code, and tech reviews—without needing every stakeholder on a call.
✅ The 80/20 Insight: Discover how AI surfaced that 20% of a team was doing 80% of the work, revealing critical knowledge silos and opportunities for upskilling.
✅ From Fear to Fluency: Understand the psychology behind AI resistance—fear, change aversion, and the myth of being “too special to be replaced.”
✅ AI for Accessibility: Hear how AI empowers professionals with dyslexia and other challenges to communicate more clearly and confidently.
✅ The New Baseline: Why using AI isn’t cheating—it’s the new standard for productivity, clarity, and competitive edge.
🧰 RESOURCES MENTIONED
👉 Microsoft 365 Copilot – AI assistant integrated into Microsoft tools
https://www.microsoft.com/en-us/microsoft-365/copilot
👉 Azure DevOps – Project management and code repository platform
https://azure.microsoft.com/en-us/products/devops
👉 Microsoft Fabric – Unified data analytics platform
https://www.microsoft.com/en-us/microsoft-fabric
👉 Gallup AI Adoption Report – Referenced for workplace AI usage trends
https://www.gallup.com
🔴 For full Show Notes https://www.microsoftinnovationpodcast.com/703
✅ Find Ana Welch, Andrew Welch, Chris Huntingford and William Dorrington Online:
👉 Ana Welch
LinkedIn: https://www.linkedin.com/in/anademeny/
X: https://twitter.com/AnaDemeny
Medium: https://medium.com/@AnaDemeny
👉 Andrew Welch
LinkedIn: https://www.linkedin.com/in/andrewdwelch/
X: https://twitter.com/andrewdwelch
Website: https://cloudlight.house/
👉 Chris Huntingford
LinkedIn: https://www.linkedin.com/in/chrishuntingford/
X: https://x.com/CNHuntingford
YouTube: https://www.youtube.com/c/ChrisHuntingford
Website: https://thedynamicsevolution.blogspot.com/
Instagram: https://www.instagram.com/chrisscruffhuntingford/
Facebook: https://www.facebook.com/chuntingford
👉 William Dorrington
LinkedIn: https://www.linkedin.com/in/williamdorrington/
X: https://twitter.com/WilliamDorringt
YouTube: https://www.youtube.com/channel/UCjnMz8Am8vDOkEOkNrI-QeQ
🔴 Subscribe for all the latest Ecosystems News: https://www.youtube.com/nz365guy?sub_confirmation=1
🔴 Share this video with a Youtuber friend: https://youtu.be/Oh1eHGNDZSg
✅ All our Ecosystems episodes: https://www.youtube.com/playlist?list=PLzf0yupPbVkpy9Og9tEDyghQvn2SWbc4n
✅ All our Microsoft Innovation Podcasts: https://www.youtube.com/playlist?list=PLzf0yupPbVkr6hhBH1cT4E3E8ceQt1S_z
✅ Let’s Connect:
Collaborate with me here – https://cloverbase.com
YouTube – https://www.youtube.com/nz365guy
Website: http://www.nz365guy.com/subscribe
LinkedIn – https://www.linkedin.com/in/nz365guy
X – https://twitter.com/nz365guy
Facebook – https://www.facebook.com/nz365guy
Instagram – https://www.instagram.com/nz365guy
Pinterest – https://www.pinterest.nz/nz365guy
I’m Mark Smith – nz365guy – Helping people reach their full potential
I have been a Microsoft Business Applications MVP for over 13 years. I am passionate about helping people reach their full potential, through training, coaching and mentorship.
This year we’re adding a new show to our line up – The AI Advantage. We’ll discuss the skills you need to thrive in an AI-enabled world.
Accelerate your Microsoft career with the 90 Day Mentoring Challenge (https://www.90daymc.com/)
We’ve helped 1,300+ people across 70+ countries establish successful careers in the Microsoft Power Platform and Dynamics 365 ecosystem.
Benefit from expert guidance, a supportive community, and a clear career roadmap. A lot can change in 90 days, get started today!
Support the show (https://www.buymeacoffee.com/nz365guy)
If you want to get in touch with me, you can message me here on LinkedIn (https://www.linkedin.com/in/nz365guy).
Thanks for listening 🚀 – Mark Smith
Get featured on the show by leaving us a Voice Mail: https://bit.ly/MIPVM
In today’s Ecosystems Show, Ana, Andrew, Chris, and William share how they used AI tools like M365 Copilot and Microsoft Fabric to turn messy DevOps data into insights—revealing that 20% of the team did 80% of the work.
🎙️ What you will learn
What happens when AI becomes your most insightful team member? In this episode, the team dives into a real-world case where a custom-built AI copilot transformed 7,000+ DevOps work items into a 120-page strategic report—without a single meeting. From surfacing hidden productivity patterns to reshaping how teams collaborate, this conversation explores how AI is no longer just a tool—it’s a force multiplier. Whether you’re an AI optimist, skeptic, or somewhere in between, this episode will challenge how you think about intelligence, creativity, and the future of work.
🔑 KEY TAKEAWAYS
✅ AI as a Knowledge Synthesizer: Learn how a custom copilot built on DevOps data enabled full project, code, and tech reviews—without needing every stakeholder on a call.
✅ The 80/20 Insight: Discover how AI surfaced that 20% of a team was doing 80% of the work, revealing critical knowledge silos and opportunities for upskilling.
✅ From Fear to Fluency: Understand the psychology behind AI resistance—fear, change aversion, and the myth of being “too special to be replaced.”
✅ AI for Accessibility: Hear how AI empowers professionals with dyslexia and other challenges to communicate more clearly and confidently.
✅ The New Baseline: Why using AI isn’t cheating—it’s the new standard for productivity, clarity, and competitive edge.
🧰 RESOURCES MENTIONED
👉 Microsoft 365 Copilot – AI assistant integrated into Microsoft tools
https://www.microsoft.com/en-us/microsoft-365/copilot
👉 Azure DevOps – Project management and code repository platform
https://azure.microsoft.com/en-us/products/devops
👉 Microsoft Fabric – Unified data analytics platform
https://www.microsoft.com/en-us/microsoft-fabric
👉 Gallup AI Adoption Report – Referenced for workplace AI usage trends
https://www.gallup.com
🔴 For full Show Notes https://www.microsoftinnovationpodcast.com/703
✅ Find Ana Welch, Andrew Welch, Chris Huntingford and William Dorrington Online:
👉 Ana Welch
LinkedIn: https://www.linkedin.com/in/anademeny/
X: https://twitter.com/AnaDemeny
Medium: https://medium.com/@AnaDemeny
👉 Andrew Welch
LinkedIn: https://www.linkedin.com/in/andrewdwelch/
X: https://twitter.com/andrewdwelch
Website: https://cloudlight.house/
👉 Chris Huntingford
LinkedIn: https://www.linkedin.com/in/chrishuntingford/
X: https://x.com/CNHuntingford
YouTube: https://www.youtube.com/c/ChrisHuntingford
Website: https://thedynamicsevolution.blogspot.com/
Instagram: https://www.instagram.com/chrisscruffhuntingford/
Facebook: https://www.facebook.com/chuntingford
👉 William Dorrington
LinkedIn: https://www.linkedin.com/in/williamdorrington/
X: https://twitter.com/WilliamDorringt
YouTube: https://www.youtube.com/channel/UCjnMz8Am8vDOkEOkNrI-QeQ
🔴 Subscribe for all the latest Ecosystems News: https://www.youtube.com/nz365guy?sub_confirmation=1
🔴 Share this video with a Youtuber friend: https://youtu.be/Oh1eHGNDZSg
✅ All our Ecosystems episodes: https://www.youtube.com/playlist?list=PLzf0yupPbVkpy9Og9tEDyghQvn2SWbc4n
✅ All our Microsoft Innovation Podcasts: https://www.youtube.com/playlist?list=PLzf0yupPbVkr6hhBH1cT4E3E8ceQt1S_z
✅ Let’s Connect:
Collaborate with me here – https://cloverbase.com
YouTube – https://www.youtube.com/nz365guy
Website: http://www.nz365guy.com/subscribe
LinkedIn – https://www.linkedin.com/in/nz365guy
X – https://twitter.com/nz365guy
Facebook – https://www.facebook.com/nz365guy
Instagram – https://www.instagram.com/nz365guy
Pinterest – https://www.pinterest.nz/nz365guy
I’m Mark Smith – nz365guy – Helping people reach their full potential
I have been a Microsoft Business Applications MVP for over 13 years. I am passionate about helping people reach their full potential, through training, coaching and mentorship.
This year we’re adding a new show to our line up – The AI Advantage. We’ll discuss the skills you need to thrive in an AI-enabled world.
Accelerate your Microsoft career with the 90 Day Mentoring Challenge (https://www.90daymc.com/)
We’ve helped 1,300+ people across 70+ countries establish successful careers in the Microsoft Power Platform and Dynamics 365 ecosystem.
Benefit from expert guidance, a supportive community, and a clear career roadmap. A lot can change in 90 days, get started today!
Support the show (https://www.buymeacoffee.com/nz365guy)
If you want to get in touch with me, you can message me here on LinkedIn (https://www.linkedin.com/in/nz365guy).
Thanks for listening 🚀 – Mark Smith
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