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Key highlights of the appPredictable software delivery, bottleneck detection, VSM, Monte Carlo and flow optimization powered by native Jira metrics
12 KPIs + AI Coach in one dashboard
See 12 engineering KPIs with sprint-over-sprint trends — Cycle Time, Lead Time, Throughput, Friction Index and more. The built-in Rovo Coach AI diagnoses bottlenecks using your own Jira data, not generic advice.
Friction Index — no hour logging needed
Friction Index quantifies rework cost even without hour logging — using an exclusive flow-based model. Bug Leakage by origin (sprint vs production) and Top 5 Offender Stories give teams data to act on.
Drag-and-drop VSM with bottleneck detection
Map Jira statuses to delivery phases with drag-and-drop. Each phase shows average stay time and a health score (green/yellow/red). The bottleneck phase is highlighted automatically — no manual analysis needed.
Supporting media
More details
Smart Metrics AI is advanced engineering intelligence built natively on Atlassian Forge — 100% inside Jira Cloud. No external dashboards, no third-party databases, no data leaving your Atlassian tenant. Issues, metrics and insights stay secure under Atlassian infrastructure.
KPI dashboards (Lead/Cycle Time, Throughput, Say-Do, Friction Index, Scope Creep), Effort X-Ray, Cycle Time scatter, and Active Sprint monitoring — all without leaving Jira.
Exclusive Flow Health Matrix: map statuses per phase, set predictive SLA targets (Warning/Critical), and score each stage green/yellow/red from Backlog to Deploy.
Predictive Engine: Fibonacci SP completion probabilities, 10,000-run Monte Carlo on remaining backlog (P50/P85/P95), and quarterly projections net of Friction Index.
Executive presentation mode: auto slide deck (KPIs, VSM, defects, sprint X-Ray), fullscreen reviews, PDF export. Rovo Coach, Metrics Manual, 6 languages. One-click install — no worklog required.
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 policySecurity program
This app is not part of the Marketplace Bug Bounty program.
Integration permissions
Smart Metrics Ai integrates with your Atlassian app
Version information
Version 7.59.0•for Jira Cloud
- Release date
- Jul 16th 2026
- Summary
- Minor version update
- Details
- Minor version update
- Payment model
- Paid via Atlassian
- License type
- Commercial