Focused diagnostic
A bounded investigation that turns a complex situation into evidence, priorities, and a practical next move.
Services
A clearer direction.
A stronger way to deliver.
Independent consultancy for consequential moments: choosing an AI product direction, scaling the way teams deliver, or turning customer evidence into action.
Product strategy & AI experiences
When the technology is moving faster than the product direction.
I help teams identify where AI creates meaningful customer value, define the experience and operating constraints, and turn an emerging capability into a practical product direction.
Useful outputs
- An opportunity map grounded in customer need and feasibility
- Experience principles and conversational interaction models
- Trust, evaluation, and release criteria
- A prioritized roadmap from exploration to rollout
Design systems & infrastructure
When teams keep solving the same problems differently.
I help leaders diagnose where inconsistency is costing time or quality, then establish the shared foundations and operating model needed to improve both.
Useful outputs
- A system audit and map of adoption barriers
- Component, token, and documentation architecture
- Governance and contribution workflows
- A phased roadmap with ownership and adoption measures
Customer experience & organizational capability
When the metrics show friction, but the next action is unclear.
I connect behavioral data with customer understanding, then help teams build the ownership, priorities, and working practices needed to act on what they learn.
Useful outputs
- A journey diagnosis combining behavior, research, and Voice of Customer
- Prioritized opportunities and an experiment plan
- A measurement model connecting CX signals to business outcomes
- Recommendations for roles, rituals, and cross-functional ownership
Ways to work together
Start with the decision.
Shape the engagement around it.
Embedded advisory
Ongoing support for a leadership team navigating product direction, organizational change, or delivery across multiple squads.
Leadership workshop
A working session built around a real decision, with preparation, facilitation, and a documented path forward.
Tell me what you are trying to change, where the team is today, and the constraints you are working within. I will suggest the smallest engagement that can create useful movement.
Discuss a project