The Logic Axis.

Fragmented AI enthusiasm with no standardised execution model across 28 teams.

Architected a product-led operating model, validated with a Client Zero strategy, then scaled proven AI workflows broadly.

0.57 hours saved per developer daily. 18% productivity gain. 85%+ AI-assisted commit acceptance rate.

Engineering treated as an isolated feature factory, disconnected from user and business reality.

Embedded UX and continuous product discovery into the engineering workflow.

Eliminated waste, built what actually mattered.

Fragmented frontend with no shared standards, failing an external compliance audit.

Designed a comprehensive governance framework. Automated quality coverage from 20% to 80%. Mentored engineering leads to sustain it.

Passed external audit with 0 critical findings. Secured a 2-year contract extension. FE defect rate reduced 40%.

Two simultaneous failing projects — client satisfaction at critical zero, P&L under pressure.

Crisis takeover. Rebuilt trust directly with VP and Director-level stakeholders. Restored project status from Red to Green within 6 months.

90% client retention secured. Over $5M in new commercial engagements unlocked.