We build AI applications that actually work at scale. From GPU infrastructure to conversational UX, with 34 years of enterprise systems experience behind every decision.
Full-stack AI capabilities—from strategic consulting to production infrastructure
Navigate the complex journey from AI proof-of-concept to production with 34 years of enterprise systems experience. We help you avoid the pitfalls that derail most...
Complete AI applications built for production, not just demos. From vertical SaaS products to enterprise integrations, we deliver systems that scale and perform.
Take control of your AI compute costs and capabilities. We design and implement GPU infrastructure that delivers performance without cloud provider lock-in.
Level up your development team with training from a Microsoft Certified Trainer and AWS Authorized Instructor who has trained over 1,000 developers.
Senior technical leadership without the full-time commitment. Get experienced guidance on your AI initiatives from someone who has built Fortune 500 systems.
Engaging technical talks on production AI systems, drawn from real experience building platforms that serve real users at scale.
Systems serving real users, not just impressive demos
We're practitioners, not pundits. Everything we teach and recommend comes from systems we're actively building.
We're actively building production AI—100K+ monthly operations. When we talk about patterns and pitfalls, we're describing last month, not last decade.
GPU infrastructure to conversational UX. Kubernetes orchestration to streaming WebSockets. We can build at every layer and integrate across all of them.
American Express, HBO, NBC Universal, American Family Insurance. 34 years of systems that had to work—24/7, at scale, with real consequences for failure.
We design for cost, scale, and operations from day one. Not as afterthoughts when the demo becomes a disaster.
Multi-provider architecture. Cloud-agnostic infrastructure. We recommend what fits your situation, not what pays us commissions.
We build your team's capabilities, not permanent dependency. Documentation, training, and handoff are built into every engagement.
Production infrastructure powering applications across healthcare, legal, and marketing verticals
Topic starters, guided workflows, builder conversations, and tool-driven interviews. Different interaction modes for different users and tasks—not one-size-fits-all.
Text, image generation, and text-to-audio. Coordinated pipelines with queue-based GPU management and SLA prioritization.
True tenant isolation with per-tenant configuration, usage tracking, and billing. White-label ready for B2B partnerships.
K-token economy system. Intelligent caching. Multi-provider routing. 44-59% cost reductions versus naive API consumption.
Credentials that matter, backed by decades of practice
Since 1998
Developer & Solutions Architect
Visual C++
TPF Today Journal
Results from real engagements
We had an AI prototype that impressed the board but couldn't survive contact with real users. Matt helped us understand why—cost structure, scaling issues, operational gaps we hadn't considered. Six months later, we have a production system handling 50K monthly interactions. The difference between demo and production is exactly what Kusog AI understands.
We tried building our own AI platform for 18 months. When we finally engaged Kusog AI, they had us in production in 10 weeks—on infrastructure that actually scales. The four conversational patterns approach transformed how our users interact with the system. Task completion went from 20% to over 65%.
Our cloud GPU costs were killing us—$40K/month and growing. Matt designed an on-premise infrastructure with Kubernetes and virtual GPUs that paid for itself in four months. More importantly, we now control our own destiny instead of being at the mercy of cloud provider pricing and availability.
Let's have a conversation about where you are and where you're trying to go. No pitch, no pressure—just an honest discussion about whether we can help.
Technical deep-dives and lessons from production AI
