Matthew Denman is a founder and production-focused software engineer with 11 years of experience building high-availability enterprise systems and commercial AI platforms from infrastructure to UX. He runs Kusog AI, a multi-tenant platform processing 100K+ monthly operations and achieving a 70% task completion rate by solving the non-model problems—costs, orchestration, and scaling—that derail most AI projects. His background includes architecting Fortune 500 systems at American Family Insurance, founding a decade-running edtech platform serving 50K+ members, and consulting for HBO, NBCU and Amazon on performance-critical systems. A hands-on coder and certified AWS instructor, he’s cut inference costs 44–59% with multi-provider routing and intelligent caching and still writes production code daily. Not obvious from the title: he built temporal pricing, per-tenant SLA isolation, and a K-token economy to make AI billing auditable and production-ready.
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