What an MCP connector will mean for GovCon finance teams
A CFO gets a Friday-afternoon question from the board: what happens to next quarter’s margin if the option year on Contract X doesn’t exercise? The answer lives in Decerio. It lives in a scenario, a pipeline record, an indirect rate calculation. But getting from “the data is in the system” to “here is the answer, written up” still usually means logging in, finding the right report, exporting it, and building the narrative by hand. That last step is where we are building a shortcut.
What MCP Actually Is
MCP (Model Context Protocol) is an open standard, created by Anthropic, that lets an AI assistant like Claude connect to a specific application’s data and tools through a defined, permissioned interface. It isn’t a data export, and it isn’t a general-purpose scrape; A connector built on MCP exposes a fixed set of tools and provides the context needed for an agent to use them and interpret the output. In Decerio’s case, that can mean things like “pull the current pipeline for this organization” or “return the indirect rate summary for this fiscal year”. Claude can only do what that interface allows, using the same login and permission structure a user already has inside the platform.
What We Are Building
We are actively developing a Claude connector for Decerio. The API layer that powers it and the agent interface that ties it all together are built; the near-term work is building enough context into the connector’s interface that a plain-English question like “what’s driving the overhead rate this quarter” resolves to the right pool, period, and organization instead of a guess. This piece will let Claude ask Decerio for data on a user’s behalf, authenticated the same way the platform already authenticates every login, and scoped to the same organization and permission boundaries that govern the rest of the system. The first version we ship will be read-only by design: Claude will be able to retrieve and summarize what a user is already authorized to see, not modify a scenario or write back into the platform.
Why This Matters for Decerio Users
The most immediate benefit is speed. The ability to answer exactly the kind of question that shows up before a board meeting, a lender conversation, or a recompete decision, without spending an afternoon on it. Instead of pulling a report and then writing the memo around it, a finance lead will be able to ask Claude directly to “summarize the funded versus unfunded backlog by contract type” , and get an answer grounded in live Decerio data, with the underlying numbers still one click from the source.
For partner firms managing several End Customers inside Decerio, the same mechanism should make portfolio-level work faster: a single question spanning the clients a partner is authorized to view, rather than opening each organization’s workspace in turn. And because the connector inherits Decerio’s existing permission model rather than introducing a new one, it does not create a separate copy of financial data sitting outside the platform’s controls. The access pattern looks like a user viewing a report on screen, not a bulk export landing somewhere new.
None of this replaces the judgment a finance team brings to a forecast or a scenario, but it shortens the distance between having the data and being able to talk about it.
What’s Next
This is a preview, not an announcement of general availability. We will share more as the connector moves through internal testing and into a beta with a small group of customers. If you would like early access when that beta opens, let your Decerio contact know.
The connector will be off by default for every organization. Turning it on will require an explicit opt-in agreement from an authorized company representative, and any organization that prefers to keep its data out of this workflow entirely can simply leave it disabled. And even when it is enabled, nothing here trains an AI model on customer data: the connector is a fixed, documented interface, and Claude reads through it the way a user reads a report.
If you’re looking to spend less time building reports and more time making decisions, contact Decerio to learn more.
