Your ART backlog holds the real story — dependency risks, compliance gaps, orphan features, teams without strategic alignment. Our AI crew reads it and turns it into a diagnosis. Not a dashboard. Not a report. A decision.
Upload your ART backlog. Our analysis engine runs 7 specialized checks — team health, dependency mapping, compliance flags, value clarity, strategic alignment, ART synthesis, and historical drift. Free discover. Full report + 60-min session.
From raw idea to structured opportunity tree. AI guides product managers and coaches through discovery — before committing to build. Turn uncertainty into prioritized bets with a clear rationale.
The human layer on top of the analysis. We embed alongside your leadership, interpret what the data surfaces, and help you make the decisions it points to. For organizations that need a thinking partner, not just a tool.
Constellation-powered timer for stand-ups, retros, and planning
FreeAI clusters feedback, measures team morale, suggests boosts
AI-poweredRefine stories in 4 formats with AC, risks, and test scenarios
AI-poweredMap opportunities, solutions, and experiments before you build
AI-poweredUpload your CSV, discover your ART Health Score free. No login required.
Coming soonComplete HTML analysis delivered to your inbox. Book a session and we review it together.
Coming soonCompare two PIs and track what shifted between planning cycles — what improved, what persisted, what deteriorated.
Coming soonFull guided discovery flow — from raw idea to prioritized bets with assumptions tested and confidence scored.
Coming soon15 years helping organizations scale with Agile and SAFe. I've seen what breaks teams — the roadmaps nobody follows, the ceremonies that drain energy, the tools that get bought and never opened. I've also seen what works.
Today I build AI systems that read what your backlog is trying to tell you. And I work alongside the teams that need to act on it.
Upload your backlog and discover what the analysis finds — or book a call if you want to talk through it first.