CI/CD Pipeline Intelligence

Medium High

Lead Time P90

26.4 hrs

Target: <8h

Deploy Frequency

4.2/day

+50% vs Q1

Change Failure Rate

6.8%

Target: <5%

Flaky Test Rate

8.2%

+3.1pp QoQ

Queue Wait P90

18 min

Peak hours

Cost per Deploy

$7.40

+22% QoQ

Lead Time for Changes (P50 vs P90)

Pipeline Stage Duration (P90)

Deployment Frequency by Team

DORA Metrics - Team Comparison

Team	Lead Time P90	Deploy Freq	Change Failure	MTTR	Tier
Platform	18.2 hrs	6.3/day	4.2%	12 min	High
Mobile	42.6 hrs	2.1/day	8.4%	38 min	Medium
Web	24.1 hrs	5.8/day	5.9%	15 min	Medium
API	16.4 hrs	7.2/day	3.8%	8 min	High
Data	38.7 hrs	1.9/day	9.2%	45 min	Medium
ML	52.3 hrs	1.2/day	11.6%	62 min	Low
Security	28.9 hrs	3.4/day	6.7%	22 min	Medium
DevEx	14.2 hrs	8.1/day	2.9%	6 min	High

Flaky Test Rate Trend

Build Queue Wait Time Distribution

Top Flaky Test Suites (14d)

Test Suite	Flake Rate	Total Runs	Flaky Runs	Wasted Time	Team
e2e.checkout.integration	24.3%	412	100	18.2 hrs	Web
api.auth.unit	18.7%	534	100	12.4 hrs	API
mobile.ui.screenshot	16.2%	287	47	9.8 hrs	Mobile
data.pipeline.integration	14.1%	198	28	8.6 hrs	Data
ml.model.training	12.8%	156	20	14.2 hrs	ML
security.scan.e2e	9.4%	223	21	6.1 hrs	Security
platform.infra.integration	7.2%	389	28	4.8 hrs	Platform