Discovery
Turn raw client noise into a structured project. Stakeholders, success metrics, constraints — captured once, reused everywhere.
AI PM
What an AI-augmented PM actually does.
Not 'product manager who uses ChatGPT'. A PM whose workflow is built around agents, skills, and a stack that compounds week over week.
Planning
ADRs that actually get read. PBI lists that survive the week. Roadmaps tied to revenue, not story points.
Delivery
Claude Code as a senior engineer on every PR. Skills, hooks, and subagents tuned to your house style.
Review
Honest weekly readouts, regression-aware demos, decision logs your CTO can audit at 2am.
The shape of the engagement
Not "AI tooling". A new operating cadence.
Most teams adopt AI by adding a chat tab. The SPM approach treats Claude as a coworker with memory, triggers, and accountability — with the PM as the operator. POMs are the unit of work. Skills are the unit of reuse. Agents are the unit of leverage.