GitKraken Insights

Find out what AI is actually delivering.

Last updated: September 2026

GitKraken Insights gives engineering leaders a single view of how AI tools, code delivery, and team capacity work together. The AI Adoption section measures how much your team is actually using AI, how autonomously, and what AI is actually delivering — in time and dollars.

Start where you sit
Executive

Prove the investment

Adoption, productivity uplift, and the CapEx/OpEx split.

Engineering leader

Find the bottleneck

DORA, cycle time, and review load across your teams.

Team lead

Coach the team

Per-developer adoption, without it becoming a performance review.

Admin

Connect the data

Git providers, AI tools, trackers, and the settings that move scores.

The metric map

21 metrics · 5 families
Adoption & Agentic5 metrics
Agent Adoption ScoreAgent Autonomy ScoreAI TierMaturity FactorCursor Boost
Output & Throughput4 metrics
Output ScoreThroughputDirect CommitsEffort Score
Flow & Cycle Time4 metrics
Cycle TimeReview CyclesFirst-Pass RateWIP
DORA & Quality4 metrics
Deployment FrequencyLead Time for ChangesChange Failure Rate (CFR)Mean Time to Recovery (MTTR)
AI Impact & Cost4 metrics
Productivity UpliftAI-Assisted PercentageCapEx / OpEx SplitSpend by Tier

Dashed marks a setting or modifier that changes other scores rather than being a score of its own.

The GitKraken Insights AI Adoption dashboard showing team-level flow and delivery metrics

Plan: GitKraken Insights
Platform: Browser only via gitkraken.dev
Role: Lead, Admin, or Owner

Where AI Adoption shows up in the product

  • /ai-adoption/developers — primary surface. Each row has Adoption, Agentic, Tier, and a heatmap.
  • /ai-adoption/teams — team averages and tier mix bars.
  • /ai-adoption/ai-tools-comparison — cohort comparisons (e.g. team A vs. team B, or Claude vs. Codex users).
  • /ai-adoption/executive — hero KPI (“AI Adoption %”) and trend lines.
  • /ai-adoption/ai-impact — autonomy deep dive and Business Impact / ROI.
  • /ai-adoption/capex — CapEx / OpEx split as the primary surface.
  • Adjacent surfaces in the same nav family: /ai-adoption/board-metrics, /ai-adoption/data-connections, /ai-adoption/data-explorer, /ai-adoption/settings/*.