← All four stages

01 · Discovery, shaping and design

AI Advisory

We sit in the business before we recommend anything — and we say plainly where AI will not pay as readily as where it will.

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Where this usually goes wrong

Most AI work fails long before anyone writes a model. It fails because nobody said out loud which problem was worth solving, and the first honest answer arrives three months and one invoice too late.

How we work at this stage

We start where the work happens, not in a workshop

A day in the life with the people whose job it is. What actually takes the time is rarely what the org chart says takes the time.

Design is how we decide, not a separate engagement

Wireframes and prototypes exist to settle arguments cheaply. If a sketch can kill a bad idea in an afternoon, that is the sketch earning its keep.

We will tell you not to build it

Talking a client out of a build is the job done properly, not a lost sale. You will get that answer before you have spent on the alternative.

What you leave with

  • A short list of the decisions actually standing between you and the outcome
  • Our recommendation on each, with the cost of getting it wrong
  • A first cut of scope and effort for whatever survives

Next stage: Data & AI Foundations

Data & AI Foundations →