New: Calculate your AI development ROI in minutes Try the calculator →
AI Governance

AI vs. Human Impact

Compare velocity and code quality between AI-generated and human-written code. Understand where AI accelerates your team and where human expertise still leads.

ROI Intelligence

Does More AI Mean Better Code?
Now You Have the Proof.

Compare teams by adoption level and see measurable differences in cycle time, coding effort, and revision rates.

Adoption LevelUsersAI Code %Cycle TimeCoding TimePR Revisions
High10268%1.4d5.2h1.8
Medium3034%2.9d9.7h2.6
Low158%4.5d16.1h3.9

Deep Dive

AI vs Human Code Analysis

Commit-level insights that reveal the real impact of AI-assisted development on speed and quality.

Overall

Last 30 days

(81% AI, 19% Human)

PR TitleAI vs HumanCycle TimeCoding Time
feat: add AI dashboard
(68% AI)
1.2d4.5h
fix: auth flow edge cases
(12% AI)
3.1d11.2h
refactor: reporting module
(81% AI)
0.8d2.1h

Live Now

147 / 150

users active

High adopters (102)
Medium adopters (30)
Low adopters (15)

AI Adoption Across Org

Track how your team is leveraging AI across the stack. Identify power users and see where AI-generated code is driving the biggest impact.

  • See which teams are leading AI adoption
  • Identify top power users by AI code contribution
  • Track adoption trends week over week
  • Benchmark your org against industry averages
View Full Adoption Analytics →

Ready to govern AI before the next bad send?

See virtual keys, budgets, guardrails, and model routing on your stack - with a full audit trail finance and security can trust.

30-minute walkthrough · No commitment