Initiatives
Click on active tools to launch them. Others are in development.
Story Extractor
AI-powered reverse engineering of iOS source code into structured Agile user stories with acceptance criteria, powered by Claude Sonnet via GitHub Copilot.
Bug Analyzer
AI-powered bug classification, regression detection, and automated RCA generation from Azure DevOps.
Exec Dashboard
Real-time engineering health visibility for leadership — delivery, quality, and AI adoption metrics.
AI Productivity
Measure and prove AI ROI by correlating Copilot usage with engineering productivity outcomes.
Delivery Intel
Automated sprint health scoring, velocity tracking, and executive-ready delivery reports.
PR Review
Automated first-pass PR analysis with risk scoring, standards compliance, and stale PR alerts.
Quality Predictor
Predict sprint quality risk before testing begins using code churn, complexity, and defect patterns.
Release Scorer
Data-driven release readiness scores before every deployment to prevent production incidents.
Dependency Radar
Auto-detect cross-team dependencies and predict blockers before they cause delivery delays.
Test Gaps
Identify highest-value testing gaps by combining complexity, defect history, and change frequency.
Knowledge Copilot
AI assistant that answers engineering questions from your docs, code, and architecture decisions.
Onboarding
AI-assisted onboarding with personalized learning paths, codebase orientation, and contextual Q&A.