An AI system becomes useful only when it understands the process, respects its controls and improves a visible outcome.
Ewen comes from engineering and product development. He designs systems, automates workflows and develops Otto to turn operational conversations into actionable project input.
Pierre-Efflam comes from strategy consulting, finance and engineering. He connects operational problems to metrics, investment decisions and adoption conditions.
AI is not always the answer and a wider project is not necessarily a better one.
A baseline and visible assumptions are better than a generic efficiency claim.
Existing systems, exceptions and approvals are not end-of-project details.
Otto and one team connect interviews, development, testing and feedback.
A 30-minute conversation to understand how you work, what is getting in the way and where AI could genuinely help.
