Approach

Business-first AI. Built to ship.

We start from your P&L, your team, and your constraints, not from the tech. AI is the means, not the point.

Method

Three operating principles.

01 / FRAMING
Start with the problem

We map the workflow, the data, and the team before discussing models. Half the time, AI isn't the answer, we'll tell you.

02 / SHIPPING
Pragmatic stacks

We pick the simplest stack that works. No vanity tech. The thing has to run on your infrastructure, not ours.

03 / TRANSFER
Hand it back

We train your team and document the system. When we leave, your team owns it, and can change it.

Anti-patterns

What we won't do.

A senior take means saying no when no is the right answer.

  • No POC theatreWe don't build prototypes that look great in demos and never reach production.
  • No lock-inNo proprietary middleware you can't replace. No retainer dependency baked into the design.
  • No AI-where-it-doesn't-belongIf a spreadsheet or a rule engine does the job better, that's what we recommend.
  • No surprise on dataEthical, compliant, GDPR-by-default. Senior judgement on what data should and shouldn't be used.

Have a problem worth solving properly?

30 minutes. No deck. We listen, we tell you what we'd do, you decide.

Book a call