One workflow at a time
The unit of delivery is a workflow that is run by hand today against a system you cannot touch. It goes live with the data provisioned, the architecture sized, the agent harnessed and the boundary secured. Then the next one.
A legacy estate taken to AI in production, layer by layer, beside the systems that cannot be paused. We start at the layer you called about, and the work tells us which adjacent one is next.
The board has asked for AI. The pilot works on an extract someone built by hand. Between those two facts sits a decade-old system of record that the business runs on, and nobody has a safe path across.
That gap is usually carried personally by the person who has to sign off on it.
The unit of delivery is a workflow that is run by hand today against a system you cannot touch. It goes live with the data provisioned, the architecture sized, the agent harnessed and the boundary secured. Then the next one.
Nothing is replaced on the way in. The target system reads the estate, writes back through a defined boundary, and fails safely against it.
Cutover is not a date. It is a switch that continues to work after it is thrown, which is what makes the previous two sentences honest.
Each step answers one of the four failures, and each leaves an artifact you keep. Read the path in full.
We read the estate and return an architecture, a sequence and what each step depends on. Fixed scope.
A single workflow taken from where it is to production, end to end, with a date in writing.
Neither carries a price on this page. We do not quote a range before we have read the estate.
Not a frontier lab. We apply models, we do not train them. Not an agency, and not a staffing shop — you are not buying seats. Not the cheapest.
Describe what is stuck. We will come back with an architecture, a timeline and the first commit.