AI proof of concept development services

Your company wants AI working somewhere in the business, and the idea on your desk has to earn its budget first. Maybe a tool you bought answers well in general and poorly about your business, or a demo got most of the way there and stalled on the rest, your own data and your own rules.

• The idea pinned down with you first, the job it should do, the data it needs and the result that counts as a go.
• Built on your own data and connected to the systems it would run inside, under the access rules you already have.
• Tested on cases from your own past work, so the result shows how it does on the job itself.
• The model chosen on how accurate it is and what each run costs.
• Where the idea is an AI agent that acts in your tools, an agentic AI proof of concept that reaches only the tools the job needs and asks a person before anything it can't undo.
• Production code from the first commit, with sign-in and logging in place, written by the people who would take it live.

1. We agree on the idea, the data it needs and the result that would make it a go.
2. I build it on your data and inside your systems.
3. It runs against your own past cases, and you see how it does.
4. You get the result in writing, a go or a no-go, with what production needs.

A proof of concept, or PoC, shows whether an AI idea works inside a business that's already running, before anyone builds the product around it. A new company's first product is a different job, an AI MVP.

An AI PoC built in a notebook or a sandbox has to be built again before it reaches production, often by people who weren't in the room when it worked.