Enterprise AI implementation services that reach production

We take one workflow from prototype to live with real users, then hand the code and the system over to the team that will own it.

What you get

A prototype convinces a room. Production has to survive the person who asks badly, the document that changed last night, and the reviewer who wants to see where the answer came from.

We build it in your environment, on your accounts. Most of the time goes on what a demo never shows, and at handover your internal team runs it with the code sitting in your repository.

At handover

One workflow live with real users
In your environment, serving a named group of people.
The code and prompts, in your accounts
In your repository, yours to change or take elsewhere.
A test set you can rerun yourself
The questions, and the answers we checked them against.
Proof of what actually changed
What the manual process cost, and what the pilot changed.
An operational and technical handover
The owning team is named early and runs it before launch day.
Written instructions for that team
Adding a source, changing a prompt, reading the query log.

Systems now in production

Three builds that reached real users inside the firms that commissioned them, each running in the client's own environment.

Questions

No. The pilot is part of the build, and it happens with a small group of your own people on real questions. It exists to find what internal testing does not, which is usually how a question gets phrased rather than whether an answer is correct.

Add and remove document sources, adjust prompts when a policy changes, and read the query record for questions that come up often. It is a few hours a week for people who already know the workflow.

You do. The code, the prompts and the configuration are written into your own repository and accounts while the build runs, so there is nothing to hand across at the end and nothing of ours in the middle. It keeps working whether or not we do.

We do not. The second workflow waits until the first one is live and being used, because the first build is where you learn what your documents and approvals really cost. Running two in parallel doubles the guesswork.

Get one workflow into production

Name the workflow that hurts most and the people who run it. We will tell you what it takes to put it in front of real users in your own environment.