This is an interactive demo. Click any tab below to switch the view — or pick a team from the filter above to see per-team metrics.
ROI Analysis
Track your actual savings and progress towards your quality improvement goals
Actual SavingsAchieved
€14.341
Total achieved since Jan 2, 2026 — based on 15 quality impact chains
Savings TargetGoal
€144.923
Quarterly target based on industry benchmarks for your team size
Category
Quarterly Target
Achieved (total)
Defect Resolution
€48.094
€11.813
Productivity Gains
€96.188
€2.529
Delivery Acceleration
€0
€0
Infrastructure
€641
€0
Total
€144.923
€14.341
Quality Cost Ledger
Immutable audit trail. Entries are never deleted — baselines may be reset, but every transaction remains booked under the baseline it was calibrated against.
Defect Resolution
€11.813
15 entries
Productivity Gains
€2.529
10 entries
Delivery Acceleration
€0
0 entries
Infrastructure
€0
0 entries
Total Booked
€14.341
25 entries
Date
Ledger ID
Category
Description
Base Cost
Conf.
Booked
Baseline captured Mar 22, 2026CURRENT5 entries on this page
Mar 25
TX-8F20BE
Defect Res.
[CH-8F20BE] Production defect: ACME-367
€5.250
83%
€4.358
Mar 25
TX-0E918D
Defect Res.
[CH-0E918D] Production defect: ACME-368
€5.333
83%
€4.427
Mar 25
TX-72EA72
Productivity
[CH-72EA72] Developer hours: ACME-359 (8h fix)
€800
83%
€664
Mar 24
TX-7E5004
Defect Res.
[CH-7E5004] Production defect: ACME-346 (18 events, reopened)
€5.824
63%
€3.669
Mar 24
TX-F86085
Productivity
[CH-F86085] Developer hours: ACME-316 (12 events)
€1.200
17%
€204
Baseline captured Jan 2, 20262 entries on this page
Feb 18
TX-A12C40
Defect Res.
[CH-A12C40] Production defect: ACME-201 (pre-Mar baseline)
€4.800
81%
€3.888
Feb 10
TX-D74091
Productivity
[CH-D74091] Developer hours: ACME-185
€1.600
72%
€1.152
Key Metrics Overview
Defect-side metrics for your Jira project (Kanban)
15
Total Defects (90 days)
3
Open Defects
17.7d
Avg Cycle Time
Created → Resolved
3.5
Throughput / Week
Completed items per week
354
Work Items
298
Completed
84%
Completion Rate
78
Efficiency Score
Team Effort & Quality
Aggregated across all teams · toggle the team filter above to scope per-team
Effort Distribution
Features: 61%
Bug Fixes: 21%
Tech Debt: 11%
Other: 7%
Kanban Flow
3.5
Items / Week
Average throughput
84%
Completion Rate
Items completed vs created
87%
Defect Resolution
Bugs resolved in period
0.12
Defect Density
87%
Resolution Rate
17.7d
Avg Lead Time
2
Escaped Defects
Code & CI/CD
Data from GitHub
67
Pull Requests
54
Merged PRs
18.3h
Avg Merge Time
6.2h
Avg Review Time
342
Commits
9
Contributors
94.5%
Pipeline Success Rate
4
Releases
Per-team scoping: assign repositories to teams in Settings, then the team filter at the top scopes this entire tab to that team's repos. Try selecting Team Helios — it has no linked repos, so the tab shows the empty-state explainer instead of silently disappearing.
Code & CI/CD
This team has no linked repositories yet. Link some in Settings → Team Repos to see code metrics for this team.
🔗
The Code & CI/CD tab stays visible even when a team has no linked repos — the live dashboard never silently hides tabs mid-session. To see this team's code metrics, an admin links the team's repositories in Settings, and the data populates within the next refresh.
Improvements Pipeline
Recommendations generated from your metrics with currency or hours-of-capacity impact estimates.
Move cards as your team commits, finishes, or consciously decides not to pursue something.
Backlog
3
Identified but not started
Reduce Monthly Defects
Quality20.0/mo → 8.0/mo
Est. impact:€17,600/mo
Improve Team Velocity
Delivery70% → 90%
Est. impact:96h/mo capacity
Faster PR Reviews
Delivery
🔒 Connect your repositories to unlock this recommendation
In Progress
1
Team is actively working on it
Reduce Bug-Fix Overhead
Productivity35% → 10%
Est. impact:€34,000/mo
Done
1
Completed improvements
Speed Up Bug Resolution
Quality8.5h → 4.0h
Est. impact:€2,800/mo
Denied
1
Consciously rejected — tradeoff accepted
Add CI/CD Parallelism
Delivery12min build → 6min
Denied:Not on critical path
See Your Own Quality Costs
This is sample data from a 19-engineer team. On a 30-min ROI call we’ll show you the same dashboard against your last 90 days of Jira + GitHub data, or tell you honestly that you’re not a fit.