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Applied AI·June 2, 2026·1 min read

Enterprise AI agents keep creating data silos. Microsoft's Build answer is Microsoft IQ and Rayfin.

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The agent sprawl problem is now explicit—every uncoupled agent is a new shadow app and data silo. If you’re greenlighting agent projects without a unifying data and policy layer like Microsoft IQ/Rayfin, you’re rebuilding the pre-SaaS mess with better autocomplete.

Applied AI

Microsoft announces the Agent Control Specification, an open-source standard that aims to provide granular, consistent governance over AI agent behavior (Ram Iyer/TechCrunch)

Agent behavior is becoming a policy object, not a prompt hack — portable policy files mean compliance and security teams can finally standardize guardrails across vendors and surfaces. If you're piloting agents without a spec like this in your architecture docs, you're building a governance problem you’ll have to unwind in 6–12 months.

Applied AI

Microsoft announces seven AI models, including one focused on reasoning and an "ultra efficient" coding model that it says was fine-tuned for GitHub (Rafe Rosner-Uddin/Financial Times)

Seven in-house models — including a reasoning model and a GitHub-tuned coding model — means Microsoft is de-risking dependence on any single partner and tightening vertical integration from dev tools to infra. If you're betting your stack on a single external model vendor, assume your platform provider is quietly building a first-party alternative and plan for that power shift.