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Build AI Agents Overnight: Prompt-to-Prototype – YouTube
Build AI Agents Overnight: Prompt-to-Prototype
Get featured on the show by leaving us a Voice Mail: https://bit.ly/MIPVM
Simon Doy and Mark Smith explore the rapid shift from experimentation to production use of AI agents. The conversation focuses on practical agent design, Copilot Studio, RAG quality, and where automation fits better than full agents. Simon shares real client work in the NHS, small business realities, and how partners deliver Copilot adoption and agent-led transformation. A recurring theme is choosing the right level of AI, from automation with AI sprinkles to long running agent workflows, while staying pragmatic about cost, governance, and user experience.
👉 Full Show Notes
https://www.microsoftinnovationpodcast.com/814
🎙️ What you’ll learn
• How agentic workflows are moving from demos into real production use
• When simple SharePoint grounding is enough and when Azure AI Search is required
• How to combine automation and agents to avoid slow, interactive AI experiences
• Practical approaches to Copilot adoption for leaders and teams
• Why token usage, orchestration, and model choice are becoming operational concerns
• Build AI Agents Overnight: Prompt-to-Prototype
👉 Chapters
• 01:04 The Agentic Tipping Point: Why 2026 Feels Different
• 01:44 I Let an AI Work Overnight… and It Built the System
• 03:20 From Demo to Deployment: Agents Are Now in Production
• 04:43 Why Most RAG Systems Fail (and How to Fix Them)
• 06:06 AI Has Been Here for Years—We Just Didn’t Call It AI
• 16:47 Automation with AI Sprinkles vs Real Transformation
• 19:52 Why the Future of Work Is Model‑Agnostic
✅ Find Simon Online:
LinkedIn: https://www.linkedin.com/in/simondoy/
X: https://x.com/simondoy
Website: https://simondoy.com/
🔴 Highlights
• “On Friday, I let Claude Opus go and build me a Teams agent overnight.”
• “The agentic side and being able to have these long running tasks is really shifting things.”
• “Customers are now getting much more open to trying things out.”
• “You don’t get the quality back from the agent that you need with complex content.”
• “How you chunk it is so important for RAG.”
• “Not everything needs to be a full on agent.”
• “Automation with AI sprinkles is sometimes the better option.”
• “My world is fast becoming measured by tokens.”
• “You don’t have to use the most expensive model on everything.”
🧰 Mentioned
• Copilot Studio – https://www.microsoft.com/microsoft-365-copilot/microsoft-copilot-studio
• Azure AI Search – https://azure.microsoft.com/products/ai-services/ai-search
• EmpowerM365 – https://empowerm365.com (https://empowerm365.com/)
• Microsoft MVP YouTube Series – How to Become a Microsoft MVP – https://www.youtube.com/playlist?list=PLzf0yupPbVkqdRJDPVE4PtTlm6quDhiu7
✅ Keywords
ai agents, copilot studio, microsoft 365, automation, rag, azure ai search, sharepoint, claude opus, agentic workflows, copilot adoption, power automate, tokens
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
🔴 Subscribe for all the latest Microsoft MVP News: https://www.youtube.com/nz365guy?sub_confirmation=1
🔴 Share this video with a Youtuber friend: https://youtu.be/rg-MmUjLVY8
✅ Recommended Playlist: MVP Show. Hear the latest from Microsoft MVPs – https://www.youtube.com/playlist?list=PLzf0yupPbVkoKTBGm46RlGnCwVLLPKvsT
✅ Want to become a Microsoft MVP? You need to watch these: How to Become a Microsoft MVP https://www.youtube.com/playlist?list=PLzf0yupPbVkqdRJDPVE4PtTlm6quDhiu7
✅ Let’s Connect:
Collaborate with me here – https://cloverbase.com
YouTube – https://www.youtube.com/nz365guy
Website – https://podcast.nz365guy.com/
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 14 years. I am passionate about helping people reach their full potential, through training, coaching and mentorship.
Accelerate your Microsoft career with the 90 Day Mentoring Challenge (https://www.90daymc.com/)
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
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
Simon Doy and Mark Smith explore the rapid shift from experimentation to production use of AI agents. The conversation focuses on practical agent design, Copilot Studio, RAG quality, and where automation fits better than full agents. Simon shares real client work in the NHS, small business realities, and how partners deliver Copilot adoption and agent-led transformation. A recurring theme is choosing the right level of AI, from automation with AI sprinkles to long running agent workflows, while staying pragmatic about cost, governance, and user experience.
👉 Full Show Notes
https://www.microsoftinnovationpodcast.com/814
🎙️ What you’ll learn
• How agentic workflows are moving from demos into real production use
• When simple SharePoint grounding is enough and when Azure AI Search is required
• How to combine automation and agents to avoid slow, interactive AI experiences
• Practical approaches to Copilot adoption for leaders and teams
• Why token usage, orchestration, and model choice are becoming operational concerns
• Build AI Agents Overnight: Prompt-to-Prototype
👉 Chapters
• 01:04 The Agentic Tipping Point: Why 2026 Feels Different
• 01:44 I Let an AI Work Overnight… and It Built the System
• 03:20 From Demo to Deployment: Agents Are Now in Production
• 04:43 Why Most RAG Systems Fail (and How to Fix Them)
• 06:06 AI Has Been Here for Years—We Just Didn’t Call It AI
• 16:47 Automation with AI Sprinkles vs Real Transformation
• 19:52 Why the Future of Work Is Model‑Agnostic
✅ Find Simon Online:
LinkedIn: https://www.linkedin.com/in/simondoy/
X: https://x.com/simondoy
Website: https://simondoy.com/
🔴 Highlights
• “On Friday, I let Claude Opus go and build me a Teams agent overnight.”
• “The agentic side and being able to have these long running tasks is really shifting things.”
• “Customers are now getting much more open to trying things out.”
• “You don’t get the quality back from the agent that you need with complex content.”
• “How you chunk it is so important for RAG.”
• “Not everything needs to be a full on agent.”
• “Automation with AI sprinkles is sometimes the better option.”
• “My world is fast becoming measured by tokens.”
• “You don’t have to use the most expensive model on everything.”
🧰 Mentioned
• Copilot Studio – https://www.microsoft.com/microsoft-365-copilot/microsoft-copilot-studio
• Azure AI Search – https://azure.microsoft.com/products/ai-services/ai-search
• EmpowerM365 – https://empowerm365.com (https://empowerm365.com/)
• Microsoft MVP YouTube Series – How to Become a Microsoft MVP – https://www.youtube.com/playlist?list=PLzf0yupPbVkqdRJDPVE4PtTlm6quDhiu7
✅ Keywords
ai agents, copilot studio, microsoft 365, automation, rag, azure ai search, sharepoint, claude opus, agentic workflows, copilot adoption, power automate, tokens
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
🔴 Subscribe for all the latest Microsoft MVP News: https://www.youtube.com/nz365guy?sub_confirmation=1
🔴 Share this video with a Youtuber friend: https://youtu.be/rg-MmUjLVY8
✅ Recommended Playlist: MVP Show. Hear the latest from Microsoft MVPs – https://www.youtube.com/playlist?list=PLzf0yupPbVkoKTBGm46RlGnCwVLLPKvsT
✅ Want to become a Microsoft MVP? You need to watch these: How to Become a Microsoft MVP https://www.youtube.com/playlist?list=PLzf0yupPbVkqdRJDPVE4PtTlm6quDhiu7
✅ Let’s Connect:
Collaborate with me here – https://cloverbase.com
YouTube – https://www.youtube.com/nz365guy
Website – https://podcast.nz365guy.com/
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 14 years. I am passionate about helping people reach their full potential, through training, coaching and mentorship.
Accelerate your Microsoft career with the 90 Day Mentoring Challenge (https://www.90daymc.com/)
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
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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