Latest Insights
The latest from the 365 Architechs knowledge base
Oversharing and AI: Why Copilot Turns a Hidden Risk into an Urgent One
Oversharing has lurked in most organisations for years. AI assistants like Copilot turn that latent risk into an active one by making everything instantly findable. The challenge isn’t the AI. It’s the information people can already access.
Declarative Agents and Multi-Agent Systems: How to Build AI That Works as a Team
Not all AI agents are built the same way. Understand declarative agents versus custom engine agents, and how multi-agent systems let specialised agents collaborate.
Making Sense of Microsoft’s “IQ” Layers: Work IQ, Fabric IQ, Foundry IQ, and Web IQ
Microsoft’s IQ layers (Work IQ, Fabric IQ, Foundry IQ and Web IQ) are the intelligence that makes AI agents reliable. Here’s what each does, how they fit together, and why they matter for SMEs, corporates, and non-profits.
A Second Brain for the Organisation: Building Institutional Memory That AI Can Use
A personal second brain helps an individual. An organisational second brain captures what the whole business knows and makes it accessible to people and AI agents alike. Here’s how SMEs, corporates, and non-profits can build one.
Microsoft Scout: Inside Microsoft’s First “Autopilot” Agent
Announced at Build 2026, Microsoft Scout is the first of a new category of “Autopilot” agents: always-on AI that works autonomously in the background. Here’s what it is, how it’s governed, and what SMEs and non-profits should do to prepare.
Making Sense of Microsoft AI Licensing: Copilot, Copilot Studio, Cowork and Scout
Microsoft AI now comes in four very different commercial models: per-user seats, consumption credits, usage-based billing and preview programs. A clear guide to licensing Copilot, Copilot Studio, Cowork and Scout for SMEs and non-profits.