Welcome to Kusog AI

Production AI Systems Not Prototypes

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.

100K+
Monthly AI Operations
70%
Task Completion Rate
34
Years Enterprise Experience
44-59%
Cost Reduction via K-Token Economy
15%
Industry Standard Completion
1,000+
Developers Trained
10+
Years Production Systems Running

What We Build

Full-stack AI capabilities—from strategic consulting to production infrastructure

Strategic AI Consulting

Strategic AI Consulting

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...

  • AI Production Readiness Assessment
  • Architecture Review & Remediation
  • Build vs. Buy Analysis
Learn More
AI Platform Development

AI Platform Development

Complete AI applications built for production, not just demos. From vertical SaaS products to enterprise integrations, we deliver systems that scale and perform.

  • Custom AI Applications on Kusog AI Agent
  • White-Label AI Platform Infrastructure
  • Enterprise LLM Integration
Learn More
AI Infrastructure Services

AI Infrastructure Services

Take control of your AI compute costs and capabilities. We design and implement GPU infrastructure that delivers performance without cloud provider lock-in.

  • GPU Infrastructure Design & Implementation
  • Kubernetes Orchestration with NVIDIA Integration
  • Multi-Provider Cost Optimization
Learn More
Training & Enablement

Training & Enablement

Level up your development team with training from a Microsoft Certified Trainer and AWS Authorized Instructor who has trained over 1,000 developers.

  • AI Platform Architecture for Development Teams
  • Production AI Patterns Workshop
  • Custom Corporate Training
Learn More
Fractional AI Architect

Fractional AI Architect

Senior technical leadership without the full-time commitment. Get experienced guidance on your AI initiatives from someone who has built Fortune 500 systems.

  • Part-Time Senior Technical Leadership
  • Architecture & Code Review
  • Team Mentorship & Standards
Learn More
Speaking & Thought Leadership

Speaking & Thought Leadership

Engaging technical talks on production AI systems, drawn from real experience building platforms that serve real users at scale.

  • Building Complete AI Platforms — Infrastructure to UX
  • Why Enterprise AI Projects Fail (and How to Succeed)
  • Multi-Tenant AI Architecture at Scale
Learn More

Why Kusog AI

We're practitioners, not pundits. Everything we teach and recommend comes from systems we're actively building.

Practitioner-Led

We're actively building production AI—100K+ monthly operations. When we talk about patterns and pitfalls, we're describing last month, not last decade.

Full-Stack Capability

GPU infrastructure to conversational UX. Kubernetes orchestration to streaming WebSockets. We can build at every layer and integrate across all of them.

Fortune 500 Experience

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.

Production-First Thinking

We design for cost, scale, and operations from day one. Not as afterthoughts when the demo becomes a disaster.

No Vendor Lock-In

Multi-provider architecture. Cloud-agnostic infrastructure. We recommend what fits your situation, not what pays us commissions.

Knowledge Transfer

We build your team's capabilities, not permanent dependency. Documentation, training, and handoff are built into every engagement.

The Kusog AI Agent Platform

Production infrastructure powering applications across healthcare, legal, and marketing verticals

Four Conversational Patterns

Topic starters, guided workflows, builder conversations, and tool-driven interviews. Different interaction modes for different users and tasks—not one-size-fits-all.

Multi-Modal AI

Text, image generation, and text-to-audio. Coordinated pipelines with queue-based GPU management and SLA prioritization.

Multi-Tenant Architecture

True tenant isolation with per-tenant configuration, usage tracking, and billing. White-label ready for B2B partnerships.

Cost Control Infrastructure

K-token economy system. Intelligent caching. Multi-provider routing. 44-59% cost reductions versus naive API consumption.

Certified Expertise

Credentials that matter, backed by decades of practice

Microsoft Certified Trainer

Since 1998

AWS Authorized Instructor

Developer & Solutions Architect

Microsoft MVP

Visual C++

Published Author

TPF Today Journal

Testimonials

What Clients Say

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.
Jennifer Walsh
Jennifer Walsh
VP of Engineering, MedTech Solutions
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%.
David Chen
David Chen
CTO, LegalDoc Systems
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.
Marcus Thompson
Marcus Thompson
Director of Infrastructure, DataFlow Analytics

Ready to Build AI That Actually Works?

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.

Insights

Technical deep-dives and lessons from production AI

Building a Scalable AI Infrastructure: Kubernetes, NVIDIA GPUs, and Beyond
Aug 27, 2023 6 min read

Building a Scalable AI Infrastructure: Kubernetes, NVIDIA GPUs, and Beyond

The journey to creating a scalable and efficient AI infrastructure is fraught with challenges, particularly when dealing with GPU-optimized models for text, image, and audio generation. This blog delves into our experience of building a scalable multi-tenant AI system, emphasizing the management of GPU resources, virtualization, queue structuring, and the...
Preparing aiAgent v1 for Production
Apr 21, 2023 2 min read

Preparing aiAgent v1 for Production

The aiAgent project has been in development for some time, and our team is excited to share the progress made so far. This post will provide a detailed update on the project, focusing on the areas currently under active development. Our goal is to have a stable version 1 release...