Engineering Team Productivity & Capacity Intelligence Dashboard
Orion Platform Co. • 95 Engineers • 5 Teams • Sprint 12 • Week Ending May 18, 2024
Sprint Commitment Accuracy
71%
↓ 13pp vs. 6mo ago
P50 Cycle Time
4.2d
↓ 0.6d vs. last sprint
P95 PR Review Wait
51h
↑ 9h vs. avg
Gini Coefficient
0.52
Portfolio avg
Data: 0.68
Interrupt Ratio
28%
↑ 6pp vs. target
Infra: 41%
Sprint Carryover
22%
↑ 5pp vs. target
Platform: 31%
Sprint Commitment Accuracy & Carryover Trend (Last 12 Sprints)
Sprint 7-9: Platform team <61% accuracy for 3 consecutive sprints (alert threshold: <70% for 3+ sprints). Sprint 9 annotation: Senior reviewer vacation.
Cycle Time by Ticket Type (P50/P90)
Review Bottleneck Concentration
Top-2 reviewers handling >60% of reviews signals bottleneck risk.
Contributor Work Distribution by Team (Gini Coefficient & Top Contributor %)
Data team: One engineer generating 52% of contributions (Gini 0.68). Target Gini: <0.45 for balanced distribution.
Interrupt Ratio by Team (%)
Sprint 8: Infra team spike to 41% due to production incident cluster.
Meeting Load per Engineer by Role
Scope Creep Rate (% Tickets Added Post-Sprint-Start)
WIP Count per Engineer (P90)
Target P90 WIP: ≤3 tickets per engineer for optimal flow.
Engineer Capacity Detail (Top 10 by Contribution Volume)
| Engineer |
Team |
Role |
Commits (4w) |
PRs Merged |
Review Count |
Interrupt % |
Meeting h/w |
Active WIP |
Status |
| @amelia_k | Data | Senior Eng | 187 | 34 | 12 | 19% | 8.2 | 4 | High Load |
| @raj_m | Platform | Staff Eng | 156 | 28 | 41 | 33% | 11.5 | 5 | Overload |
| @sofia_l | Product | Senior Eng | 142 | 26 | 18 | 21% | 9.0 | 3 | Healthy |
| @marcus_t | Infra | Principal Eng | 98 | 19 | 53 | 48% | 14.2 | 6 | Overload |
| @lena_w | Mobile | Senior Eng | 134 | 24 | 15 | 18% | 7.5 | 2 | Healthy |
| @ivan_p | Platform | Senior Eng | 121 | 22 | 29 | 29% | 10.1 | 4 | High Load |
| @chen_x | Product | Mid Eng | 109 | 21 | 8 | 16% | 6.8 | 3 | Healthy |
| @nina_s | Data | Mid Eng | 87 | 16 | 6 | 22% | 7.2 | 3 | Healthy |
| @omar_h | Infra | Senior Eng | 102 | 18 | 34 | 44% | 9.8 | 5 | Overload |
| @priya_v | Mobile | Staff Eng | 115 | 20 | 27 | 24% | 12.3 | 3 | High Load |
PR Review Wait Time Trend (P95, weekly)
Week 9 spike to 78h during senior reviewer vacation (May 1-5).
Team Sprint Health Scorecard
Platform
Commitment 61% • Carryover 31%
Infra
Interrupt 41% • Review bottleneck 72%
Data
Gini 0.68 • Top contributor 52%
Product
Commitment 78% • Interrupt 22%
Mobile
Commitment 82% • Cycle 3.8d P50