Welcome back.
I build AI systems that run every day. Not demos.
Co-founded Benevity. Co-created FreePBX. Now building AI agent systems that run in production.
A Canadian technology company that develops, operates, and maintains proprietary AI-powered software platforms. I build the systems, host them on my own infrastructure (self-hosted servers, cloud APIs, and deployed agents), and maintain them with the same operational standards I'd apply to any production system — operational technology that runs every day.
Real-world agent systems mean solving problems without documented solutions — model reliability, cost optimization, edge cases in messy data. Every deployment is an iteration.
A proprietary live agent platform running daily — managing property monitoring, financial tracking, research synthesis, and business operations. Running on self-hosted infrastructure. Every agent has uptime requirements, error handling, and fallback behavior. Deployed, in use, and operational technology I depend on daily.
This is what I spend my time on. When we work together, I bring this same build-and-operate approach.
If your company has received BDC LIFT, NRC IRAP, PrairiesCan, or other AI-focused funding, I can help you deploy it effectively. I'm a Canadian builder with a track record. Let's make sure your funding goes where it matters.
These agents are running on my infrastructure right now. Live system status.
Property monitoring across cameras and sensors. Real-time detection, schedule cross-referencing, owner notification.
Financial tracking — receipts, expenses, capital vs. operating classification. Tax-ready, always current.
Continuous research synthesis. Filters noise, surfaces what matters, delivers concise briefs.
AI coaching agent accessed through a mobile app. Adaptive training plans, real-time feedback.
Camera-based inventory agent for small businesses. Stock tracking through image recognition.
…and more in development.
Tell me what you're working on. Tell me what you're stuck on. I'll read it and respond within 48 hours. If there's a fit, we'll do a working session. You'll leave with a clearer picture of what's buildable and what isn't.