A practical reference architecture for taking Microsoft Copilot Studio agents from prototype to secure, governed, supportable enterprise production. The agent works. It answers questions about the engineering procedures, pulls the right document from SharePoint, and calls a Power Automate flow to create a task. The demo lands, the sponsor is happy, and someone says the…
Most Power Platform governance conversations start with what makers are allowed to build. The harder question is what happens after they build it. An app that reaches four people is a productivity win. The same app, shared to a security group of eleven thousand, is a support obligation, a data exposure surface, and a licensing…
On August 25, 2026, Microsoft announced that Dynamics 365, Microsoft Power Platform, and Microsoft Dataverse roadmap content is moving to the AI at Work roadmap, the renamed Microsoft 365 Roadmap. Release Planner retires by November 15, 2026, and the twice-yearly release wave model retires with it. Most coverage of this announcement has framed it as…
Two people in a governance meeting say the word DLP. One means a Power Platform policy that stops a maker combining SharePoint with a social media connector. The other means a Purview policy that scans documents for credit card numbers. They agree enthusiastically, walk away with entirely different pictures, and discover the gap six months…
Most Power Platform tenants do not fail governance because the administrator chose the wrong setting. They fail because the right setting was applied to eleven environments and missed on the twelfth. Environment groups exist to close that gap: they turn a flat list of environments into managed collections, and they let a tenant administrator publish…
Here is the uncomfortable question to open with. If a maker in your tenant deployed a solution to a production environment last week using pipelines, would you know? Would you know which host processed it, who approved it, and whose identity owns the objects that landed there? For most tenants the honest answer is no,…
Message center post MC1458282 announces a new environment group rule reaching general availability on August 26, 2026: Cost controls, Draw from tenant credit pool. Microsoft classifies it as awareness only, no action required. That classification is accurate in the narrow sense that nothing breaks when it ships. It is misleading in the sense that matters,…
If the “New experience” toggle on your Copilot Studio home page has started disappearing and reappearing without any obvious trigger, you are not imagining it. Reports from makers and admins describe the same pattern: the toggle is there on one visit, gone on the next, and back again later with no action taken in between.…
AI agents are spreading through enterprises at an extraordinary pace. A year ago, an organization might have had five developers experimenting with AI agents. Today, that same organization could have dozens of citizen developers building them across finance, operations, HR, sales, supply chain, and other business functions. Five developers can become 50. Fifty can become…
Rolling out Microsoft 365 Copilot agents without a governance sequence in place is how organizations end up with agent sprawl, unmanaged data access, and surprise Copilot Credit bills. Microsoft’s own deployment checklist lays out eight phases that enterprise architects and governance teams should walk through in order. Here is the breakdown. The Four Administrators Who…
Microsoft has quietly opened a door that a lot of Power Platform and Fabric teams have been waiting for: you can now connect a Fabric data agent directly into a custom Copilot Studio agent as a connected agent. This is still a preview capability, but it changes the shape of what “grounding in enterprise data”…
Power Apps makers and admins run into a recurring set of problems across connectors, Power Automate integration, Power Fx, Studio, and platform behavior on specific devices. Microsoft maintains a consolidated troubleshooting reference for these issues, and this article walks through each one case by case, so you can match your symptom to the right fix…
Enterprise AI agents are moving past chat and API calls into full computer use: clicking, typing, and navigating applications the way a human employee does. That shift creates a governance problem. Where, exactly, does an agent run, and under whose policy? Microsoft’s answer, detailed in a recent Windows IT Pro Blog post, is Windows 365…
On July 9, 2026, Microsoft made OpenAI’s GPT-5.6 available in Microsoft 365 Copilot and named it the preferred model for the experience. It is rolling out across Copilot in Word, Excel, PowerPoint, Chat, and Copilot Cowork. For anyone responsible for how AI behaves inside their tenant, this is more than a version bump. It is…
On June thirty, 2026, Microsoft Incident Response published the third post in its AI Application Security series, and this one is different from the first two. The earlier posts in the series looked at what happens when an AI tool reads content that has been tampered with. This one looks at what happens when the…
How Enterprise Architects Can Estimate AI Operating Costs Before Production Deployment An engineering manager stops by the architecture team’s channel with a simple question. “We’re using Claude Sonnet in our Copilot Studio agent. How much is it costing the company?” It seems like a question that should have a one-line answer. Instead, it starts a…
If you’ve invested in Power Platform Pipelines to implement a proper Dev → Test → Production deployment strategy, you probably expect your Copilot Studio agents to behave like Power Apps or Power Automate solutions. Unfortunately, if you’re using the new Copilot Studio agent experience, you’ll quickly discover an unexpected error after deployment: Failed to publish.…
The question that keeps coming back A recurring question in the Copilot Studio community goes like this. You have deployed an agent, users are leaving thumbs up and thumbs down reactions with the occasional comment, and you can see all of it under Analytics, Reactions. Now governance wants the individual reactions exported and tied back…
I have spent the last few weeks building inside vibe.powerapps.com, and it is the first thing in a while that genuinely changed how I start a project. Instead of opening a blank canvas app, sketching tables in Dataverse, and wiring everything together by hand, you describe what you want and three agents go off and…
If you build cloud flows inside solutions, two capabilities change how confidently you can work: drafts and version history. Together they let you save unfinished work, publish only when you are ready, and roll back to an earlier version if something goes wrong. This post walks through how the feature works, why it is limited…
A practical guide to keeping mission-critical flows running, no matter who owns them. This guide explains what a service principal owned flow is, when to use one, and how to set it up. It is written for makers, admins, and anyone who supports automation in our environments. No prior knowledge of service principals is assumed.…
Microsoft published its June 2026 Power Platform feature update this week, and the theme is hard to miss. The platform is no longer just adding maker features. It is building the governance and learning infrastructure that AI agents at enterprise scale actually require. Here is what matters from this round, with a focus on the…
On June 2, 2026, at Build, Microsoft pulled the wrap off Scout a product it describes as an “always-on personal agent” living inside Microsoft 365. The announcement came packaged with bigger ambitions than a single feature: Microsoft used the moment to declare an entire new category of software. That framing is doing a lot of…
I had the privilege of presenting at the Community Summit Roadshow in Charlotte, where the room was full of people trying to figure out exactly where AI agents and Copilot fit inside their Dynamics 365 and Power Platform estates. My session carried a single, blunt message: treat your Copilot Studio agents like enterprise applications, not…
Copilot Studio Mistake 1: No Environment and ALM StrategyMost failed agent rollouts trace back to the proof of concept trap. An agent gets built quickly in the default environment, shared by hand, and demoed to applause. Then it meets real users, real data, and real load, and it comes apart. The first reason is almost…
If you run governance for Power Platform, there is one control that sits underneath almost everything else you do: the Data Loss Prevention (DLP) policy. It is the guardrail that decides where your organization’s data can and cannot flow when people build apps, flows, and agents. Get it right and your makers move fast inside…
If you have looked at a Microsoft keynote slide in the last six months, you have probably seen the word “IQ” attached to half a dozen products. Work IQ, Fabric IQ, Foundry IQ, and now Web IQ. It is easy to assume these are four new SKUs you need to buy. They are not. Together…
Microsoft just announced something that quietly reframes how enterprise AI agents will get their intelligence. It’s called Work IQ, and the one-line version is this: it’s a workplace intelligence layer that lets agents access and reason over your organization’s data, context, and tools across Microsoft 365 and external systems with permission-aware governance baked in. If you…
Power Pages is different from the rest of the Power Platform in one crucial way: you’re building a website for the outside world. Anonymous visitors, customers, partners, and citizens will hit it and it’s backed by your Dataverse business data. That changes the priorities. With a canvas app behind your org’s sign-in, a mistake is contained.…
Building an agent in Copilot Studio has never been easier to start and never been easier to get wrong. The platform has shifted from hand-crafting rigid conversation trees toward generative orchestration, where an AI planning layer decides which topics, tools, knowledge, and child agents to use at runtime. That’s powerful — but it means the quality of your…
A flow that works on the day you build it is easy. A flow that someone else can open six months later, understand at a glance, and fix without breaking three other things — that takes discipline. The good news is that almost all of that discipline comes down to a handful of habits around…
Anyone can drag controls onto a canvas and call it an app. Building a Power App that stays fast, stays maintainable, and is pleasant to use a year after you ship it is a different skill entirely. The difference almost always comes down to design decisions you make early — how you structure forms, how…
Microsoft recently announced Dataverse Admin Skills (dv-admin) in Public Preview, introducing a new way for Power Platform administrators to manage environments using natural language rather than manually navigating the Power Platform Admin Center. This announcement may appear to be just another AI feature, but from an enterprise architecture perspective, it represents something much bigger: The shift from…
Why the Default environment should not be used for production Power Platform solutions and what to do instead.
