Arclight Software • 180 engineers across 5 product teams • Q4 2024
Committed Velocity Reliability
82%
-6% vs target
Unplanned Work Ratio
31%
+8% vs target
Focus Time Index
64%
-11% vs target
PR Review Cycle Time
14h
-2h vs prev sprint
Developer eNPS
+18
-12 vs Q3
Sprint Spillover Rate
23%
+5% vs Q3 avg
Committed Velocity Reliability by Team – Last 12 Sprints
Target: 88% reliability across all teams. Mobile team showing consistent underperformance following Q4 onboarding surge.
Unplanned Work Ratio – 12 Week Trend
Target: <23%. API team elevated due to production incident surge in weeks 8–10.
Cross-Team Dependency Slip Rate
Percentage of cross-team dependencies that missed their committed delivery sprint.
Focus Time Index Heatmap – Weekly Average by Team
Wk 1
Wk 2
Wk 3
Wk 4
Wk 5
Wk 6
Wk 7
Wk 8
Wk 9
Wk 10
Wk 11
Wk 12
API Platform
78%
76%
74%
71%
73%
70%
72%
66%
64%
68%
71%
73%
Frontend Web
81%
79%
77%
75%
72%
74%
76%
78%
77%
75%
76%
78%
Mobile
69%
62%
47%
51%
49%
53%
58%
61%
63%
65%
68%
70%
Data Infra
82%
80%
79%
77%
78%
76%
75%
77%
79%
78%
80%
81%
Security
71%
73%
70%
72%
74%
75%
76%
74%
73%
72%
74%
75%
Target: ≥75% weekly average. Mobile team showing recovery trend after severe disruption in weeks 3–6.
PR Review Cycle Time Trend (hours)
Target: <12h median. Mobile elevated due to team onboarding and knowledge fragmentation.
Team Interrupt Rate (per engineer/week)
Unscheduled Slack DMs, ad-hoc meetings, support escalations. Target: <8/week.
Developer eNPS Trend by Team
Monthly survey, 0–10 scale. eNPS = % Promoters (9–10) - % Detractors (0–6). Mobile team showing sharp decline in Q4.
Onboarding Ramp Time (days to first commit)
Target: ≤14 days. Mobile cohort (6 new engineers Oct–Nov) significantly delayed due to documentation gaps.
Team Health Summary – Current Sprint Snapshot
Team
Headcount
Velocity Reliability
Unplanned Work
Focus Time
PR Cycle
eNPS
Health Status
API Platform
34
88%
28%
73%
11h
+26
Good
Frontend Web
42
91%
19%
78%
9h
+32
Excellent
Mobile
28
64%
41%
70%
19h
-4
Critical
Data Infrastructure
38
93%
21%
81%
10h
+29
Excellent
Security
38
85%
26%
75%
13h
+22
Good
Action Required: Mobile team health is in critical state following Q4 attrition event (3 senior departures to Devflow Inc.) and simultaneous onboarding of 6 new engineers. Recommend: (1) Pause new feature work for 1 sprint; (2) Assign pairing mentors; (3) Conduct blameless retro on onboarding process gaps.
Comparing 5 teams across 6 health signals over 12-week window. Mobile team showing recovery trajectory but remains at risk. North-star metric (Committed Velocity Reliability) tracking 6% below target; primary drag from Mobile (36% miss rate). Data Infra and Frontend Web operating at sustainable high performance.