Engineering Flow
AI-first executive view · Custom scope · last 30d
AI Bottom Line
Templated
Throughput declined (-60.0%) and AI participation steady. Not enough samples for AI/Human comparison this period (n<20 across all metrics).
AI ROI: data insufficient for the last 30d. 1 project in scope, none with stable AI vs Human cohort (n≥10 both sides) on Lead Time.
Investigate per project →Headline KPIs · last 30d
Issues done
10▼ 60.0%
Last 8w
AI participation
0.0%—
Last 8w
Lead Time (active)
6d▲ 6.6%
no trend
Cycle Time (active)
2.9d▲ 44.1%
Last 8w
AI insight
- Where AI helps:Not enough samples for AI/Human comparison this period (n<20 across all metrics)
- Next focus:Reduce wait time in On Hold (currently 49.9d) — this is the team-wide bottleneck.
AI in teams · 0 teams
No teams in scope have AI involvement in this window. As soon as an AI agent assignment, comment, transition, or reporter shows up, this section populates.
Active bottlenecks · top 5
Workflow stageRelative wait timeMedian time
On Hold
49.9dp50
In Progress
6.9dp50
Failed On Testing
4dp50
Top teams · by throughput
| Key | Team | Throughput | Lead Time (active) | Cycle Time (active) | Active WIP | Blocked WIP | AI % |
|---|---|---|---|---|---|---|---|
| PDO | Platform Daily Operations | 12 | 8.5d | 2.9d | 10 | 6 | 0% |
Data quality⚠ amber
⚠ Sync freshness1/1 synced
✓ Latest sync1/1 OK
✓ Config coverageall configured
✓ PR linkageno PR data