General skillProject and product management
AI-Project-Architect
Validate an AI project's largest unknown before committing to the full system.
Validate an AI project's largest unknown before committing to the full system.
Use this methodology to turn an AI initiative into a measurable, stage-gated plan that can stop before expensive product work begins. It decomposes capabilities, ranks risks, isolates one major variable per stage, defines human validation and acceptance metrics, and sets explicit pass, fail, and stop-loss conditions. The central rule is to prove the core AI capability before building the surrounding platform, interface, database, or automation.
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Turn process interviews into editable BPMN-style draw.io swimlanes.
Synthesize tailored product advice from five relevant podcast experts.
Public GitHub facts last synced Jul 10, 2026.
Covers AI product work from strategy through governance.
Turn connected-hardware ideas into engineering specs and presentation materials.