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

More Than Commercial Work

Every project we deliver strengthens The Advocate — an AI platform designed to give foster youth the consistent support the system fails to provide. Same codebase. Same infrastructure. Different mission. When you hire Kusog AI, you're not just getting production-grade AI systems. You're funding technology that matters.

What We Build

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

Kusog aiAgent Platform

Kusog aiAgent Platform

A production-ready multi-tenant AI platform that powers conversational applications across your organization. Deploy sophisticated AI experiences without building from scratch.

  • Multi-Tenant Enterprise Architecture
  • Multi-Modal AI (Text, Voice, Image, Diagrams)
  • White-Label Vertical Applications
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AI-Guided Workflow Applications

AI-Guided Workflow Applications

Replace complex forms with intelligent conversations. Our hybrid UI combines structured data collection with AI that can fill fields, skip irrelevant questions, and integrate real-time...

  • Hybrid Form + Conversation Interface
  • Real-Time API Integrations (CRM, Underwriting, Lookups)
  • Configurable Multi-Step Workflows
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Custom AI Application Development

Custom AI Application Development

Complete AI applications built for production, not demos. We build on the Kusog aiAgent platform or integrate with your existing infrastructure.

  • Vertical SaaS Applications
  • Enterprise System Integration
  • Custom LLM Orchestration
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MLOps & GPU Infrastructure

MLOps & GPU Infrastructure

Production AI infrastructure that runs where you need it. Whether you're deploying Kusog aiAgent or your own AI workloads, we configure and optimize Kubernetes clusters...

  • Kubernetes + NVIDIA GPU Operator Configuration
  • Bare Metal & Custom Hardware Deployment
  • Multi-Cloud GPU Orchestration (AWS, Azure, GCP)
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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
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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
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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
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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
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Production AI in the Real World

Systems serving real users, not just impressive demos

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

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

Agent Security and Prompt Injection: How to Safely Integrate AI Tools Video
Nov 20, 2025 3 min read

Agent Security and Prompt Injection: How to Safely Integrate AI Tools

🛡️ Agent Security and Prompt Injection The capabilities of Large Language Models (LLMs) to control applications via tool calls (functions) are revolutionary. However, this introduces serious security risks, primarily from Prompt Injection. Prompt injection occurs when a user or outside data source (like a LinkedIn profile’s “About” section) injects malicious...
Application Control via LLM Conversation: Fusing the UX/UI Boundary Video
Jul 21, 2024 3 min read

Application Control via LLM Conversation: Fusing the UX/UI Boundary

🗣️ Application Control via LLM Conversation Welcome to the recap of my July 2024 presentation at the Vegas Tech Alley AI Meetup. This talk explores a different paradigm for application design: making the LLM conversation the primary method of control and navigation, effectively fusing the boundaries between the user interface...
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...