Insights
Field notes on Microsoft Copilot, Copilot Studio, Power Automate, and AI governance in commercial, GCC, and GCC High tenants.
Multi-Agent Orchestration in Government: What Agent-to-Agent Communication Actually Means for Your GCC Tenant
The mental model most government IT shops still have for AI is “one bot, one job.” A policy agent answers policy questions. A records agent classifies documents. Each lives in its own lane. That…
Agent Builder Is GA in GCC: The No-Code Path to Custom Copilot Agents Is Open
For two years the answer to “can we build our own Copilot agent” in government cloud was “wait for IT, or wait for the roadmap.” That answer just expired. Microsoft’s Agent Builder, formerly Copilot…
Shadow AI in Government: Why Locking Down Copilot Pushes CUI Off Your Network
Shadow AI in government isn’t a future risk. Walk through any agency office and ask quietly how people actually use AI, and you’ll hear the same thing: the sanctioned tool is slow and locked…
The Outsiders’ Guide to Washington’s New AI Policy (DATA-04)
Washington adopted its statewide AI policy, DATA-04, on December 11, 2025. It is short, it is enforceable, and most of the people it affects have not read it. If you run or buy technology…
Code Interpreter Is Live in GCC Copilot Chat. Your Analysts Don’t Need a Python Environment Anymore.
For years, the answer to “can you analyze this dataset” in GCC was “sure, give me an Azure ML workspace, a subscription, and three approvals.” As of April 2, that answer changed. What Shipped…
Building Real Agents in Microsoft Copilot Studio for GCC: A Practitioner’s Guide
Most government IT teams now own the licenses to build AI agents. Very few have shipped one that actually works in production. The gap between a demo that impresses during a quarterly review and…
The Researcher Agent Just Landed in GCC. Here’s When to Use It Instead of an Agent You Built.
Microsoft turned on Researcher in GCC on April 2. Within a week I watched government teams start scoping custom agents to do exactly what Researcher now does out of the box. That instinct, build…
Why Your Copilot Training Failed in GCC (And What Actually Runs in 2026-2027)
If your agency paid for Microsoft Copilot training and your staff still can’t use the tools, the problem probably isn’t your staff. It’s that the training was built for a commercial tenant and run…
The Analyst Agent Is in Your GCC Tenant Right Now. So Why Isn’t Your Team Using It?
Your agency licensed Microsoft 365 Copilot. On April 2, the Analyst agent went live in your GCC (Government Community Cloud) tenant alongside it. It is, statistically, sitting there untouched. You are paying for a…
GPT-5.1, GPT-5, and GPT-4o Are Now Running in Your GCC Tenant. Here’s What Actually Changed
On April 2, Microsoft swapped the model stack underneath Microsoft 365 Copilot in every U.S. Government cloud. No downtime, no admin action, no email anyone actually read. If you run a GCC (Government Community…
Subcontracting GCC Talent: What Federal Primes Should Vet Before Adding an AI “Specialist” to a Bid
If you are a federal prime putting together a bid that needs an AI capability, you are about to add a name to the team that you may not be able to fully vet.…
Your Staff Are Prompting Copilot Like a Search Bar. That’s Why the Answers Are Useless.
Watch a government employee use Microsoft 365 Copilot for the first time and you can usually predict the outcome. They type something like “summarize this,” hit enter, get a flat three-line answer that misses…
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