AI Development
The useful applications of AI in a business are narrow and unglamorous: finding the clause in the contract, reading the invoice, answering the question somebody asks forty times a week.
Retrieval over your documents, in your infrastructure
Your contracts, policies and filings become searchable in plain language, with answers that cite the page they came from. It runs in your own environment, because the documents that are most worth searching are usually the ones you cannot upload anywhere.
- Runs in your VPC or on your own hardware
- Answers cite their source document and page
- No training on your data, by anyone
Extraction that refuses rather than guesses
Invoices, forms and statements read into structured fields. Where confidence is low the record is flagged for a person rather than filled with a plausible value — because a wrong number that looks right is worse than an empty one that does not.
- Structured output with confidence scores
- Low confidence routed to a human queue
- Every extraction traceable to the source region
Assistants with a job, not a personality
Scoped to one task, given the tools to do it, and bounded so that anything outside scope is declined rather than improvised. A narrow assistant that is reliable is worth more than a broad one that is occasionally wrong in ways nobody notices.
- Defined scope with explicit refusals
- Tool access limited to what the job needs
- Logged conversations for review
Handed over, not hosted hostage
Everything runs on your accounts and your infrastructure. Nothing is locked to us, and leaving does not require our cooperation.
- A deployed system in your environment
- Evaluation set and measured accuracy
- Prompt and retrieval configuration documented
- Costs modelled per volume
When this is the wrong answer
If the task needs a correct answer every single time with no human in the loop, a language model is the wrong tool and we will tell you that before quoting.
Tell us the problem, not the solution
A senior developer reads every enquiry and replies within a working day — including when the honest answer is that you do not need this.
Book a discovery call