How we work
A method that ends in decisions.
Four steps, fixed scopes and clear deliverables. You always know what you are getting and when.
- 01
Discover
Find the highest-value customer, product and AI opportunities.
- Customer and workflow analysis
- Product and competitor teardown
- Stakeholder and data review
A fact base the whole team agrees on.
- 02
Decide
Prioritize on customer value, business impact, feasibility and strategic fit.
- Opportunity scoring
- Build vs buy calls
- Keep / Kill / Defer / Investigate
A short list of bets, and an explicit list of what you won't do.
- 03
Design
Turn opportunities into product concepts, workflows and execution plans.
- Product concepts and workflows
- Human-in-the-loop and trust design
- Success metrics tied to revenue, retention or efficiency
Briefs your product and engineering teams can start on Monday.
- 04
Deliver
Help your team move from strategy to shipped product.
- Roadmap and MVP planning
- PM coaching and executive reviews
- Evaluation of shipped AI features
Shipped product and a team that can keep going without us.
Three ways to work together.
1-3 weeks
Sprint
One decision, one deliverable. Teardowns, resets, validation and opportunity sprints.
4-8 weeks
Program
Strategy through execution with discovery, definition, coaching and executive reviews.
Ongoing
Retainer
A fractional AI CPO or founder advisory, in the room when decisions get made.
Decisions over decks
Every engagement ends with calls made and owners named.
ROI before roadmap
Each AI bet connects to revenue, retention, adoption or efficiency.
Trust is a feature
Reliability and human oversight are designed in, not bolted on.
Your team runs it
We coach and hand over so the work outlasts the engagement.
Have an AI idea? Have an AI roadmap? Have too many AI ideas?