# My Microsoft Copilot is now JARVIS: This is how I built it

Page: https://stenobird.com/podcast/m365-fm-modern-work-security-and-productivity-with-microsoft-365-7311214/my-microsoft-copilot-is-now-jarvis-this-is-how-i-built-it
Text version: https://stenobird.com/podcast/m365-fm-modern-work-security-and-productivity-with-microsoft-365-7311214/my-microsoft-copilot-is-now-jarvis-this-is-how-i-built-it.md
Podcast: [M365.FM - Modern work, security, and productivity with Microsoft 365](https://stenobird.com/podcast/m365-fm-modern-work-security-and-productivity-with-microsoft-365-7311214)
Published: 2026-06-04T04:00:02+00:00
Episode link: https://www.spreaker.com/episode/my-microsoft-copilot-is-now-jarvis-this-is-how-i-built-it--72278687
Audio file: https://dts.podtrac.com/redirect.mp3/api.spreaker.com/download/episode/72278687/my_microsoft_copilot_is_now_jarvis_this_is_how_i_built_it.mp3
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JSON: https://stenobird.com/v1/public/podcasts/m365-fm-modern-work-security-and-productivity-with-microsoft-365-7311214/episodes/my-microsoft-copilot-is-now-jarvis-this-is-how-i-built-it
Duration seconds: 4595

## Resource

Most people are using Microsoft Copilot completely wrong.They treat it as a smarter search engine, a better chatbot, or a productivity feature tucked away inside Outlook, Teams, or Word. They ask a question, get an answer, and move on to the next task.But that's not JARVIS.In this episode of M365 FM, Mirko Peters explores how Microsoft Copilot can evolve from a reactive assistant into a true operating system for work. Instead of simply responding to prompts, JARVIS combines memory, reasoning, orchestration, governance, and automation to create an AI system that understands how you work, remembers what matters, and proactively helps you get things done.The future of AI isn't better prompts.The future is architecture. WHY COPILOT FAILS AT AGENCY The biggest limitation of most AI systems isn't intelligence. It's memory.Every new chat starts from zero. The system doesn't remember your decisions, your communication style, your business priorities, or the lessons learned from previous projects. This forces users to repeatedly provide context and creates AI experiences that remain generic and reactive.Mirko explains why context windows are not memory, why chat interfaces are not workflows, and why true agency requires persistence, structure, and orchestration.Key concepts include: Context vs Memory Reactive vs Proactive AI Copilot as a Feature vs Copilot as a Platform The Architecture Gap THE JARVIS MODEL JARVIS is not a new AI model.It's an architectural pattern built on top of Microsoft Copilot that transforms AI from a tool into a system.The model consists of four foundational layers that work together to create agency, decision-making, and orchestration across Microsoft 365 and beyond.The four layers include: Memory Action Reasoning Governance Together, these layers creat…

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