Selective advisory

A focused outside perspective for consequential product decisions.

I advise teams exploring AI products and platform transformation when the opportunity is promising but the right product direction, operating implications, or path to execution is not yet clear.

Advisory focus

AI Product Strategy

For teams that see meaningful potential in AI but need a grounded product direction and a credible path from exploration to adoption.

Focus

Find AI opportunities with real user and business value.
Test feasibility across data, risk, operations, and adoption.
Decide what to build, buy, partner on, or learn first.

Typical outcome

Prioritized opportunities, clear decision criteria, and an evidence-led product roadmap.

Product & Platform Transformation

For complex digital environments where product direction, platform capability, operating models, and cross-functional execution need to move together.

Focus

Expose the friction that matters to customers and operations.
Connect platform choices to product and business outcomes.
Align teams on priorities, dependencies, and adoption.

Typical outcome

A shared transformation direction, practical priorities, and a roadmap teams can own.

When this is useful

When the team needs better decisions, not a generic playbook.

The most useful advisory work begins with a real decision, constraint, or opportunity. It should leave the team with clearer choices, shared language, and a path they can own—not dependency on an outside consultant.

Discuss a challenge