AI Governance Platform

Stop Guessing.Start Shipping.Governance You Can Trust.

Stop second-guessing AI contributions. Start shipping with confidence using quality scores and actionable findings that drive continuous improvement.

Component Score8.7/10
Release Ready
Hygiene8.4
Quality8.2
Trust8.5
Security9.1
Velocity9.0
Start Building TrustSee How It Works →
Quality Framework

5 Pillars
of Quality

Comprehensive scoring across every dimension that matters for AI-driven development.

Hygiene8.4

Code reviews, branching, documentation

Quality8.2

Test coverage, complexity, maintainability

Trust8.5

AI detection, human oversight, attribution

Security9.1

Vulnerabilities, dependencies, secrets

Velocity9.0

Deploy frequency, lead time, recovery

Platform Capabilities

Human-in-the-loop governance
for the agentic AI era

Core Feature

Human-in-the-Loop Governance

AI can generate code 41% faster, but speed without control leads to chaos. Our platform ensures human expertise validates critical decisions while AI handles the repetitive work.

Critical Checkpoints

Automated workflows pause for human review at security boundaries, compliance gates, and architectural decisions

Smart Escalation

AI identifies when human expertise is needed based on complexity, risk, and regulatory requirements

Traceability

Versioning & Provenance

Complete traceability of AI-generated code with comprehensive audit trails.

  • Git-based version tracking
  • AI contribution attribution
  • Compliance audit trails
Testing

Test Metrics & Insights

Connects with your existing testing tools to analyze coverage, quality trends, and test effectiveness.

✓CI/CD metrics ingestion
✓Coverage trend analysis
Security

Continuous Security Checks

45% of AI code fails security tests. We catch vulnerabilities before they reach production.

→Static & dynamic analysis
→SOC2, HIPAA, PCI-DSS checks
Live Dashboard

Score components 0-10.
Know when to ship.

Policy-driven scoring evaluates Security, Trust, Quality, Velocity, and Hygiene. Each component gets actionable findings with clear 0-10 scores.

9.2
user-service
Auto-release ready
+0.3
6.8
dashboard-ui
Manual review required
stable
4.1
legacy-service
Release blocked
-0.7
Team Alpha+0.3 improvement
8.2/10
Hygiene
6.8
Quality
7.6
Trust
8.5
Security
9.1
Velocity
8.9
Actionable Findings3 recommendations available
View →
Two Surfaces, One Platform

Score and govern.
End-to-end.

Scorecard scores your components. Release governs your pipeline. Both driven by the same policies.

Scorecard

Continuous quality intelligence

OverviewQuality dashboard
Overall Health
8.7
Hygiene8.4No change
Quality8.2No change
Security9.1Stable
Trust8.5Stable
Velocity9Stable
Key Insights2
Score improved 1.2 points on auth-service
Hygiene trending up across 3 components
Actionable Findings3
Major
2
Minor
1
Score Trend
90d30d7d
Score DistributionSecTruQuaHygVel
  • 0-10 scoring across 5 categories
  • Findings with remediation, not just alerts
  • Policy-driven — your standards, codified
Learn more →
Release

Pipeline governance you can trust

Stages & GatesRelease pipeline
Development
Passed
auth-service
8.7
dashboard-ui
7.2
user-api
9.1
Staging
In Progress
auth-service
8.7
dashboard-ui
7.2
user-api
9.1
Production
Pending
auth-service
dashboard-ui
user-api
Quality gates: min score 7.02/3 stages passed
  • Quality gates at every pipeline stage
  • Human-in-the-loop approval workflows
  • Dependency awareness before you ship
Learn more →
Results

Success metrics that build
developer confidence

6.2→8.7Trust Score ImprovementQuality Scores
95%Production IncidentsReduction
+25ptsDeveloper ConfidenceSatisfaction
90%Release VelocityFaster
Industry Data

AI is breaking developer trust

Industry data reveals the hidden costs of unmanaged AI code generation.

45%

Security Failures

Veracode 2025: AI code fails security tests

33%

Developer Trust

Stack Overflow 2025: Trust AI-generated code

75%

Tech Debt Crisis

CodeScene 2025: Impacted by high tech debt

The Hidden Productivity Drain

Developer Time Lost to Technical Debt40%

CodeScene

Developers Debugging AI Code More66%

Stack Overflow 2024

Increase in Code Duplication800%

GitClear 2024

AI is moving from assistants to autonomous agents — but without proper guardrails and circuit breakers, it's creating more problems than it solves.

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Start Building Trust?

Join teams using quality scores and actionable findings that drive continuous improvement.

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