The stack
The machine writes it. A person decides it.
Scaffolding, boilerplate, tests, documentation and retrieval are machine work. Architecture, what to build, what not to build and the decision to ship are not. Every line is reviewed by the person whose name is on the invoice.
What is specified, not assumed
- Human review
- every line
- Grounding
- sources attached
- Fallback
- a rule, when better
- Vendor lock-in
- none
FIG. 1 — AI & automation
What we ship in this layer
Assistants on your data
Retrieval over your own documents, answering with sources attached — so an answer can be checked instead of trusted blindly.
Workflow automation
Agents that handle the repetitive middle of a process and hand back to a human at the points where being wrong is expensive.
AI inside your product
Search, summaries and recommendations built into the product itself, rather than a chat box bolted onto the corner.
Document intelligence
Contracts, PDFs, invoices and forms turned into structured data — the paperwork nobody wants to retype, read once and captured.
AI readiness audit
An honest look at whether AI helps here at all. Sometimes the answer is a database query and a rule, and you should hear that.
AI readiness audit
An honest look at whether AI helps here at all. Sometimes the answer is a database query and a rule — and you should hear that before you pay for a model.
Speed is not claimed anywhere on this page. Rigour is the claim.
Say what is broken. Or what is missing.
One number and one date come back in writing, from the person who will do the work. Nothing starts, and nothing is owed, until you approve.