How the work moves
Most engagements start with discovery. I figure out where AI fits, build what matters, and loop back to sharpen the strategy as we learn. The work moves in cycles, not straight lines.
systems
Where do you start?
Discovery & Program Design
You know AI matters. You don't know where it fits. I come in, learn your operations, your data, your systems, and figure out specifically where AI delivers measurable value. Then I turn that into a concrete program of work — sequenced initiatives, clear scope, realistic delivery. Not a report that sits in a drawer. A plan that becomes working software.
Let's talk about this→Application Design & Development
Full-stack production systems with AI capabilities designed and built from the ground up. Not a chatbot bolted onto your existing app — intelligent systems architected around your actual business logic. From system design through to working software. Rails, Python, modern web frameworks — whatever the problem demands.
Let's talk about this→Business Process Automation
Services as software. That thing your team spends hours coordinating manually every day? I build agentic systems that run it — monitoring, deciding, notifying, acting — with humans in the loop where judgment matters. Multi-platform integration, scheduled automation, intelligent alerting across the channels your team already uses.
Let's talk about this→Document Intelligence & Insight
Your documents, manuals, and knowledge base should answer questions — accurately, with sources you can verify. I build citation-fidelity retrieval systems where every answer traces back to the exact source. Not just search — genuine insight from the information you already have. When the answer matters, ‘probably right’ isn’t good enough.
Let's talk about this→Systems Integration & IoT
Eight years of connecting physical and digital systems — custom hardware, sensor networks, cloud platforms, device management at scale. Systems that don’t talk to each other, APIs that need bridging, IoT devices that need a brain. This is where decades of integration experience pay off — the foundation that makes intelligent systems work in the real world.
Let's talk about this→Not sure which one fits? That's what the first conversation is for.
Start with Discovery