AI & Product Advisory

AI strategy and product consulting for measurable business value.

Bring experienced product and AI leadership into the work: clarify where value lies, shape the right product or workflow, and create the momentum needed for implementation and adoption. For organisations that need advice, hands-on leadership, or both.

Discuss AI & Product Advisory

Asian product team collaborating — From possibility → priority → adoption

Where I can help

Turn AI strategy into business value.

01
Where can AI create real business value?
Separate compelling possibilities from opportunities that solve valuable customer or operational problems.
02
What AI-enabled product or workflow should we build?
Clarify the user, proposition, evidence and operating model before complexity compounds.
03
How do we move from experiment to adoption?
Connect product choices with implementation, incentives, workflow, capability and leadership behaviour.

Relevant track record

AI transformation work with measurable commercial ambition.

>RM100m: AI transformation work at McKinsey & Company
>3×: Investment ambition
5×: Adoption acceleration

Ways to work together

Choose the level of advisory support you need.

Decision sprint

A concentrated working engagement to clarify one important AI or product decision.

Fractional product & AI leadership

Senior ownership for a defined stretch of work, from prioritisation and team alignment through implementation.

Leadership workshop

A facilitated working session that aligns stakeholders around choices and next moves.

Your next decision

Get clarity on your next AI or product decision.

Discuss AI & Product Advisory