Engineering intelligence · Ongoing
Engineering overview
Continuous, evidence-based tracking of delivery, quality and AI leverage across your repositories.
4 repos · showing 12 months
The value delivered
Before Acqualytics → now
after assessment + remediationDeploy frequency
0.9/wk→8.7/wk
Lead time for change
120h→31h
Change failure rate
31%→9%
Review coverage
41%→94%
Rework ratio
41%→18%
AI tokens / feature
4.6M→2.1M
Deploys / week
2.8
avg · 12 months
Lead time
98h
commit → production
Change fail rate
26%
avg · 12 months
AI-authored
27%
1.95M tok / feature
Output
Code shipped & AI share
per weekReview coverage
54%
avg · 12 months
Build pass rate
69%
1859 tests · 2% flaky
Rework ratio
36%
down from 41% at audit