RepoIntel – Organizational Code Intelligence

RepoIntel is an AI-powered organizational intelligence tool that analyzes multiple GitHub repositories simultaneously and transforms raw code data into actionable business insights for engineering leaders and CTOs. Most companies have no idea what their codebase is really costing them. RepoIntel changes that by scanning across all your repos and surfacing: hidden cost savings (identified $127K+ in annual savings on IBM's own open-source repos), critical developer risk and bus-factor analysis showing which people are single points of failure, duplicate code patterns wasting thousands of engineering hours, coordination blindspots where teams are unknowingly building conflicting features, and smart library consolidation recommendations to eliminate redundant dependencies. The dashboard presents findings in a format executives can act on — not just raw metrics for engineers. An interactive "What If" ROI Calculator lets you select specific recommendations and instantly see the combined cost, savings, and payback period. Results are exportable as polished, IBM-branded PDF reports ready to drop into a board deck. Built entirely using IBM Bob AI assistant within a 40 bobcoin budget (31 coins used), the tool analyzed real IBM open-source repositories including mcp-context-forge and ibm-watsonx-orchestrate-adk, producing findings like 8.2x average ROI and a 1.5-month payback period on top recommendations.