Engineering Flow
AI-first executive view · Custom scope · last 30d
AI Bottom Line
Templated
Throughput steady 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
0—
no trend
AI participation
0.0%—
no trend
Lead Time (active)
——
no trend
Cycle Time (active)
——
no trend
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 1d) — 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
1dp50
Ready For Review
23.7hp50
In Progress
10.5hp50
Top teams · by throughput
| Key | Team | Throughput | Lead Time (active) | Cycle Time (active) | Active WIP | Blocked WIP | AI % |
|---|---|---|---|---|---|---|---|
| TAA | Test AI Agents | 0 | — | — | 0 | 0 | 0% |
Data quality⚠ amber
⚠ Sync freshness1/1 synced
✓ Latest sync1/1 OK
✓ Config coverageall configured
✓ PR linkageno PR data