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Priority Scoring — RICE, WSJF & ICE for Jira

works with Jira Cloud

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Key highlights of the appRICE, WSJF & ICE prioritization for Jira — Rovo AI scoring, Board Health and audit trail

watch Priority Scoring — RICE, WSJF & ICE for Jira video

Board Health + Priority Ranking

See your Board Health score (0–100) with a per-criterion breakdown alongside a ranked backlog sorted by RICE, WSJF, or ICE. Eight health criteria pinpoint exactly what's dragging your score down.

Score Issues with Rovo AI or Manual Sliders

Use intuitive sliders to set each dimension value, or let Rovo AI suggest scores with dimension-by-dimension reasoning and explanations — reviewed and applied directly from the Jira issue detail view.

Fully Configurable — Weights, Thresholds & Rovo

Adjust dimension weights (×1–5), define custom score thresholds, configure Rovo AI apply mode (Suggest, Confirm, or Auto), and set Board Health criteria per project — Scrum and Kanban presets included.

Supporting media

More details

Priority Scoring brings structured, data-driven prioritization to every Jira backlog. Three industry-standard frameworks, a native Rovo AI agent, and unique Board Health monitoring — all in one app.

Supported Frameworks: RICE, WSJF (SAFe), ICE — with configurable dimension weights (×1–5) and custom score thresholds.

Rovo AI Scoring: Instant scoring suggestions with reasoning from Atlassian's native AI. Modes: Suggest, Confirm, or Auto-apply.

Board Health Score: A single 0–100 health metric that analyzes stale issues, missing descriptions, unscored items, overdue tasks and more — per project, fully configurable.

Portfolio View: Compare health grades across all your Jira projects in one table. Spot at-risk projects instantly.

Audit Trail: Every score change is logged with timestamp and method (manual vs. Rovo) — built for compliance and retrospectives.

Migration: Import scores from competing RICE/WSJF/ICE tools in two clicks.

Data processing: Runs entirely on Atlassian infrastructure.

Resources

  • App documentation

    Comprehensive set of documentation from the partner on how this app works

Privacy and Security

Privacy policy

Atlassian's privacy policy is not applicable to the use of this app. Please refer to the privacy policy provided by this app's partner.

Partner privacy policy

Security program

This app is not part of the Marketplace Bug Bounty program.

Integration permissions

Priority Scoring — RICE, WSJF & ICE for Jira integrates with your Atlassian app

Version information

Version 6.13.0for Jira Cloud

Release date
Apr 12th 2026
Summary
Minor version update
Details
Minor version update
Payment model
Paid via Atlassian
License type
Commercial

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