AI-Powered Tech Debt Quantifier

Automatically identify, classify, and quantify technical debt: code complexity, duplication, outdated deps, test gaps, and architectural violations with remediation cost estimates.

• Static code analysis + complexity heatmaps
• Dependency vulnerability & EOL detection
• Duplicate code detection with CloneDR
• Architecture rule validation (dependency cycles)
• Remediation effort estimation (person-days)

• Make tech debt visible to leadership
• Prioritize refactoring by cost vs. risk
• Justify modernization budgets with data
• Track debt reduction over time