Organization services
I help product teams make higher-quality decisions and build the right things faster with AI—and stop forgetting what they’ve already figured out. Human-centered. Data-informed. Built to create capability that lasts.
Pillar A
Improve decision quality under uncertainty, then build the memory that keeps settled questions settled.
Recommended starting point
Starting at $6,500
A fixed-scope diagnostic that finds where decisions are low-quality or getting re-made and quantifies the cost.
Best for: A team that suspects it's re-deciding and re-working but can't prove it.
From $12,000 per engagement
Facilitated sessions that raise the quality of one or a few high-stakes decisions.
Best for: A team with a consequential decision on the table now.
Starting at $7,500–$12,000/month
Ongoing work installing decision-quality and decision-memory habits, flexed to team size and cadence.
Best for: A team that wants the capability to stick.
From $28,000
A multi-month build that makes decision quality and memory a repeatable capability across teams.
Best for: An organization making this capability organizational, not personal.
Pillar B
Use AI to build fast enough to learn before committing—without letting useful experimentation turn into ungoverned shadow IT.
Recommended starting point
Starting at $7,500
A hands-on workshop and setup covering tools and guardrails, with 2–3 prototypes built live against real problems.
Best for: A team that wants to do vibe coding safely and for real.
Bridges both pillars
From $15,000 per engagement
Time-boxed work turning a risky roadmap assumption into a prototype and a go/no-go decision before engineering quarters are committed.
Best for: A team about to fund an expensive build on a hunch.
Starting at $8,000–$14,000/month
Embedded help building a governed internal-build practice for non-engineers, flexed to the number of teams enabled.
Best for: An ops, product-ops, or finance leader drowning in manual workflows.
Pricing reflects a typical midsized engagement and scales with team size, number of teams, and scope.
Also available
Practical, engaging sessions on product decisions, AI-enabled building, data storytelling, and organizational memory.
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