Startup
3-region infrastructure and SOC 2 / HIPAA / GDPR compliance automated in 4 weeks — 80% less ops load at 99.9% uptime.
Consumer Finance
80% of daily operations automated and AWS spend cut 30% — with continuous, auditable compliance.
FinTech
Cost optimization and infrastructure security — RDS replica costs cut 50% within 3 months.
Enterprise
AI-DLC agents across multi-cloud and Kubernetes — 98.4% bug detection on AI-assisted PRs and 95% less incident noise.
AWS at Scale
Well-Architected hardening plus DRE and Pulse — incident MTTR from hours to minutes, root cause and fix in under 30 minutes.
AI-DLC at Scale
CloudThinker applied across the AI-DLC — AI Code Review before QC, 24/7 managed cloud, and automated health, cost, and performance reporting. Velocity kept, quality recovered, thousands of hours saved.
IoT & Telematics
Australian IoT Operator
Azure cloud, application platform, and IoT fleet run end to end — AI Code Review, CostOps, and a daily health check.
Cloud Provider
Vietnamese Cloud Provider
AI code review on production merge requests — 97.2% precision, catching cross-tenant security issues before human review.
