Improve and optimize

AI audit and implementation roadmap

We find where AI can deliver practical value, assess the data and risks, and choose the first pilot.

What we solve

For companies that want to use AI without starting by buying a tool at random. We review workflows, data, constraints, and the cost of change to separate useful opportunities from fashionable dead ends.

What you get

A prioritized map of AI use cases, estimates of value and implementation effort, a list of risks, and a plan for the first pilot. Decision-makers can see what to do now, what to postpone, and what not to pursue.

What is included

  • Interviews with process owners
  • A map of tasks, data, and bottlenecks
  • Assessment of each use case’s value, complexity, and risks
  • Selection of the first pilot and its success criteria
  • A roadmap and final presentation

How we work

  1. Agree on the audit’s goals and participants.
  2. Review workflows and available data.
  3. Evaluate use cases against a consistent framework.
  4. Review the findings together and deliver an action plan.

Optional additions

  • A policy for safe AI use
  • A quick prototype of one use case
  • A session for the team
  • Help selecting tools

Important considerations

An audit cannot promise results where there is no suitable process or usable data. Estimates are refined during the pilot; critical constraints and dependencies are recorded in the implementation roadmap.