After architecting systems for Fortune 500 companies like American Express, HBO, and NBC Universal, and achieving 90% performance improvements in production environments, I've learned what separates successful AI implementations from expensive failures.Currently founder of Kusog AI, where I'm developing open-source frameworks and applications that make sophisticated AI capabilities accessible and practical for real-world applications. My technical journey spans from implementing voice recognition at CSX in 1995 to modern AI systems achieving 70% task completion rates where industry standard is 15%.AT KUSOG AIBuilding a comprehensive AI ecosystem including:▸ Custom GPU infrastructure and Kubernetes clustering▸ Multi-modal AI processing (text, voice, image)▸ Personality-based architectures with isolated memory domains▸ Real-time AI response coordination systemsThis technology drives applications including app.kusog.ai (AI-assisted content creation), KusogLife.com (wellness optimization), and StringClub.com (50k site members - 140K YouTube subscribers).SPEAKING & WORKSHOPS▸ Keynotes on AI architecture patterns and enterprise implementation▸ Executive workshops: Moving from AI theater to production reality▸ Topics: Why 90% of AI projects fail, Building AI that thinks like organizationsEXPERIENCE & CREDENTIALS▸ 35 years: From assembly language to AI systems▸ AWS Solutions Architect/Developer | Microsoft MVP (C#/Visual Studio)▸ Trained 1,000+ professionals as certified instructor▸ Built Ceridian Framework and led global teams across 3 continentsI share insights on AI architecture, enterprise implementation, and lessons from three decades in the trenches at mattdenman.com