Talk to your infrastructure.

Your company standardized on Microsoft Copilot. It drafts the documents, summarizes the meetings, answers the policy questions. The AI decision has been made, reviewed, and paid for, which is precisely why there won't be a second AI decision anytime soon.

And yet the questions that actually keep infrastructure leaders up at night haven't gotten any faster to answer. Which VMs are oversubscribed, and how badly? What would the finance cluster cost in Azure at a three-year reserved term, as it's configured today, and right-sized? Which hosts reach end of support in the next twelve months, and what's running on them? Where does the licensing exposure sit if the audit letter arrives this quarter?

Today those answers live where they've always lived: in exports, in spreadsheets, in scripts someone wrote three jobs ago, and in the head of the one engineer who knows where everything is. The AI is approved. Your infrastructure knowledge just isn't connected to it.

OneIQ's Infrastructure Context Gateway connects your IT estate (virtual machines, hosts, storage, licensing, lifecycle) to Copilot Studio through a standard MCP connection. There is nothing to rack, no agents to install, no data warehouse to build, and no new AI interface for your security team to review. Copilot remains the front door. OneIQ is what's behind it.

Your team asks in plain language:

The answers come back in seconds, from your live estate data, with the numbers, the ranked list, and the caveats: the way a good analyst would answer, if a good analyst had a week for every question.

Here's the part that determines whether this becomes one admin's toy or the whole organization's tool. Copilot Studio meters usage in Copilot Credits, and complex questions against external data are exactly what consumes them. Point a generic agent at raw infrastructure data and it burns credits reasoning its way through thousands of rows to assemble every answer, the AI equivalent of paying a consultant hourly to read your database aloud.

OneIQ does that heavy lifting on its own side. The estate math, the joins, the aggregation all happen before Copilot ever sees the result; what arrives is answer-shaped data, a compact result the AI can present rather than a haystack it has to search. In our benchmarking, the same complex estate question costs on the order of two hundred times less through this path than through a non-optimized one.*

That changes the economics in both directions. If you already own Copilot Studio capacity, you're likely watching unused credits expire every month; OneIQ gives your infrastructure, operations, and finance teams a standing reason to spend them on work that used to take days, which is the ROI story your renewal deserves. If you're justifying your first pack, efficiency is what makes the justification hold: one capacity pack serves the entire organization's estate questions, not a single pilot, because the cost per answer is low enough that nobody has to ration who gets to ask.

This isn't a quarterly assessment repackaged as a chatbot. Infrastructure questions recur by nature: capacity and oversubscription reviews, storage whitespace, refresh and end-of-support planning, cloud TCO whenever finance asks, licensing position whenever procurement does, backup coverage whenever risk does. Each one used to be a small project. Each one becomes a sentence typed into Teams.

Your Copilot Studio administrator registers the OneIQ connection through the built-in onboarding wizard. The infrastructure agent is published to Teams or Copilot Chat and shared with the teams who need it. Then people ask. First answers arrive the same day, with no per-user setup and no training course: if someone can type a question into Teams, they can use it.

The fastest way to evaluate it is against your own estate: a thirty-minute answer session with your data and your questions, live. If it can't answer something genuinely useful in the first meeting, you'll know immediately, and if it can, you'll have found the workload your Copilot investment has been waiting for.

*Based on OneIQ token-economics benchmarking of its query offload engine against a non-optimized agent path on representative estate queries. Actual Copilot Credit consumption varies with question complexity and Microsoft's published billing rates. OneIQ requires Microsoft Copilot Studio capacity, sold separately by Microsoft or your reseller.