HowEffectiveIsAIOnYourCodebase?
Audit your repository context, extract unwritten tribal knowledge, and heal your AI coding agent's readiness score.
1.7×
More technical issues introduced by AI coding without repository context synchronization.
43%
Of generated code blocks require manual developer rewrites due to missing style guides or naming conventions.
96%
Of engineers report not trusting default LLM prompts for mission-critical software refactoring.
The Three Pillars of AI Governance
1. AUDIT — Quantify Coverage
Scan code patterns recursively. IBM Granite evaluates conventions, architecture layers, error boundary systems, and produces a quantified scoring index.
2. HEAL — Context Synchronization
Generate optimized synchronization context maps. Produce specialized blueprints supporting IBM Bob, Cursor Editor, GitHub Copilot, and Claude.
3. PROVE — Quantified ROI Proof
Benchmark savings directly. Turn technical quality metrics into concrete financial ROI proof, showing developer hours saved and annual waste recovery.
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