Feature prioritization agent — AI-powered RICE scoring for your roadmap

How does the feature prioritization agent save you hours?

The feature prioritization agent instantly evaluates your product ideas, scoring them with the RICE framework—so you know what to build next, without manual sorting or endless debate. Just trigger the agent with your feature list to quickly get AI-powered scores for each one. You'll spend more time building and less time prioritizing, as RICE scores appear in your workspace automatically.

What makes AI analysis better for feature ranking?

AI reviews each feature against the RICE criteria: Reach, Impact, Confidence, and Effort. Instead of bias or guesswork, you get a clear, data-backed priority order—so your roadmap reflects what actually drives progress. Every suggestion gets a fair shot, boosting transparency and speeding up team decisions.

How do I use the feature prioritization agent?

Upload or enter your list of features, and run the agent. The results—detailed RICE breakdowns for each feature, plus total scores—arrive on autopilot, ready for immediate action. You can use the agent as often as needed to keep your roadmap fresh, especially when new ideas pop up.

What do I need to get started?

All you need is your feature list and a few clicks. No technical know-how required. Set up your workspace in CodeWords, and let the agent do the prioritizing while you focus on moving forward.