Building a Custom MCP Server for Microsoft 365 GCC: Architecture Notes
A technical walkthrough of the Model Context Protocol server architecture deployed as the automation foundation for 17 production AI systems in a GCC environment — covering GCC boundary constraints, policy enforcement at the tool layer, and audit logging patterns that satisfy information security requirements.
Read MoreCitation-Bound, Zero-Summarization: How to Build a Copilot Studio Agent Government Lawyers Will Actually Trust
A government lawyer doesn’t want a summary of the statute. They want the statute. The exact text, the section number, the proviso clause, the word “shall” instead of “may.” Hand them a fluent paraphrase and you haven’t helped them — you’ve handed them a liability with a confident tone. This is the part most Copilot […]
Read MoreGCC vs GCC High for AI: The One Architecture Decision That Decides Whether Copilot Even Works
Microsoft 365 Copilot now runs in both GCC and GCC High. That single fact is exactly why a lot of agencies are about to make an expensive, hard-to-reverse mistake. “It’s available everywhere now” gets read as “the cloud tier doesn’t matter.” For AI, the tier matters more than almost any other decision you’ll make — […]
Read MoreWe Recovered 400+ M365 Licenses With an AI Agent: The Reclamation Logic Rules-Based Tools Miss
Every government M365 tenant I have ever opened is overpaying for licenses nobody is using. That part is not controversial. What surprises people is that the standard cleanup tools, the “find inactive users and reclaim” scripts, usually make the problem worse. They reclaim the wrong accounts, miss the expensive ones, and quietly create a help […]
Read MoreWhy Your Next Government AI Project Should Be Run by the Engineer, Not an Account Manager
When you hire a large integrator for a government AI project, the first thing that shows up is not code. It is an org chart. A delivery lead, an engagement manager, a couple of solution architects who join the kickoff and are never seen again, and somewhere four layers down, the person who will actually […]
Read MoreAI and Automation Training Is the Modernization Work Nobody Budgets For — And It’s Killing GCC Productivity
Most government modernization money buys tools. Almost none of it buys the one thing that decides whether those tools ever get used: a workforce that knows how to operate them. Agencies stand up Copilot, light up Power Platform, flip on the AI features already bundled in their GCC (Government Community Cloud) licensing — and then […]
Read MoreGovernment Already Owns the AI. Most of It Is Still in the Box.
The 10% Problem Every government agency I’ve worked in already owns the tools. Microsoft 365 is sitting in the tenant — Copilot, Power Platform, Graph, Purview — fully paid for. Most agencies use maybe a tenth of it. Not because the people are behind, but because GCC is its own world, and the folks who […]
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