AI/ML Feature Roadmap Template for Product Teams

Scope and ship probabilistic AI/ML features with a structured workflow that treats ML development differently from deterministic work. Includes hypothesis definition gates, data requirements assessment, QA criteria design before development, and a Feature Pipeline kanban that makes bottlenecks visible at a glance. For PMs and product leads at Series A–C companies building ML features alongside traditional product development.