Software and AI
What usually prompts the call
- Operations data spread across systems nobody can query together
- Invoices, contracts and statements handled by hand
- An AI feature that worked in a demo and not in production
- A product idea that needs an app built and shipped
What we do
Assistants that only read
AI assistants for operations teams that answer from live data through a fixed set of read-only tools, with every answer checkable in the existing interface. The evaluation set comes before the chat window.
Apps with AI inside
Web and mobile apps that use vision, voice and document extraction where they help, with privacy and app-store requirements handled. We run our own: PetCal and Trippers.
Automation for the back office
Documents read by a language model, checked by ordinary rules and booked into the systems you already use, with duplicates and errors caught on the way.
Software that’s easy to change
Small steps, tests, and code your own team can maintain after we hand it over.
What you get
- Working software in production, not a prototype
- An evaluation set for every AI feature
- Documentation and handover
Related case studies
Supplier invoices read by AI and booked into the accounting system
Client: Finance team
Outcome: In daily use. Designed so every invoice reaches the accounting system exactly once, with the VAT figures ready when the quarter closes.
A traffic portal where customers see only their own circuits
Client: Carrier
Outcome: In production for business customers, in two languages, and tested so that one customer can never see another’s ports.
Questions
Which AI models do you use?
Whichever fits the job and your data rules. We build so the model can be swapped without rewriting the rest.
Can you add AI to software we already run?
Yes. We start with what users do today without it and what a wrong answer would cost, then decide whether AI helps.
Tell us what you’re working on.
Describe the problem in plain terms. The engineer who does the work replies within one business day.