AI Roadmap Assistant

Capacity-aware product planning

Turn a messy backlog into a clear roadmap.

Prioritize initiatives, account for team capacity and dependencies, and see what fits each quarter.

No upload or setup required

Why I built this: I built this because a prioritized backlog isn't yet a delivery plan. It makes capacity and dependencies visible, with grounded AI to explore trade-offs.

Example outputPrioritized roadmap
Board view
Q3 202626/32 pts
F-001 · Trial activation checklist1.1

🚀 Improve Activation8 pts

F-002 · Customer interview hub0.9

⚙️ Improve Efficiency5 pts

Q4 202629/32 pts
F-003 · Billing self-service0.8

📉 Reduce Costs13 pts

🔗 Depends on F-001
F-004 · Search relevance tuning0.7

📈 Increase Engagement8 pts

Q1 202721/32 pts
F-005 · Weekly usage digest0.6

🔁 Improve Retention8 pts

F-006 · Data retention controls0.5

🛡️ Reduce Risk13 pts

🔗 Depends on F-003

Configure your roadmap

Choose how to compare ideas, then tell us roughly how much your team can deliver.

Full-quarter capacityBased on 6 two-week sprints.192 points

Build your backlog

IDInitiativeOutcomeImpact (1–10)Confidence (%)EffortDepends on