ai strategy

How a mid-sized business should start an AI project

A good start needs a relevant process, named ownership and measurable criteria, not an oversized AI programme.

Choose a relevant problem

The first use case should be frequent enough, understandable to the business and suitably bounded. Risk and exceptions need to remain manageable.

From current state to learning cycle

The process, participants, data and rules are documented. Solution design, pilot, expert validation and a deliberate scaling decision follow.

  • objective and owner
  • representative cases
  • success criteria
  • approvals
  • feedback process

Which process should work better in your organisation?

We begin with the work, the people and the current process — then assess which form of AI genuinely makes sense.

Discuss your process