Project Velocity
AI-Assisted Delivery Acceleration for Complex Legacy Environments
Challenge
A European research infrastructure organisation managing multi-site programmes across two countries had accumulated critical delivery bottlenecks. Legacy architecture constrained velocity. Distributed teams worked against a monolithic codebase with no automated quality gates and manual deployment processes.
AI Solution Applied
Led systematic delivery acceleration: architecture rationalisation (monolith decomposition into independent service boundaries), AI-augmented engineering tooling (code review, test generation, documentation), automated CI/CD pipeline, and cross-site delivery governance.
Business Outcome
Measured delivery velocity improved by 40–80% across the programme. The improvement was sustained — distributed teams continued at elevated velocity without reversion. Architecture simplification reduced per-feature delivery cost structurally.
Enterprise Relevance
Addresses the specific failure pattern of distributed engineering: velocity degrades because architectural complexity creates coordination dependencies. The interventions — rationalisation, AI-augmented tooling, and automated governance — are directly transferable.