Most AI efforts start with tools and demos. A better move is to use product discovery and Lean Startup habits to aim AI at a real business constraint, test the riskiest assumption, and learn before you burn.
The journey to product-market fit through minimum viable releases — MVP, MVF, and MMF explained for teams transitioning from feature-factory to outcome-focused delivery.
Takeaways from LSSC 2012 Boston — where lean product development flow, Lean Startup, and Kanban converged in a rich mix of practitioners pushing boundaries.
Lean Startup for Change focuses on validated learning — but where does customer/stakeholder development fit in? Connecting LS4Chg to Kanban change management practice.
Applying Lean Startup thinking to organizational change: identifying the minimal viable change experiment that can validate a process improvement hypothesis before committing to full rollout.