Custom AI agents
Domain-specific assistants with the right memory, tools, and guardrails. Built for production, not just demos.
- Discovery + use-case scoping
- Agent + tool architecture
- Eval harness & guardrails
- Deployment + observability
Work
Engineering, but with intent.
Four practices for founders, entrepreneurs, and creative teams who want AI that compounds - not collapses - under real use.
Workflow automation
End-to-end automation of SOPs, CRMs, and content pipelines. Cloud, low-code, and bespoke code - chosen for fit.
- Process mapping
- Integration design
- Build + handover
- Owner-friendly documentation
Backend intelligence
Data layers, RAG systems, and multi-agent architectures with the boring engineering that keeps them alive.
- RAG / vector pipelines
- Multi-agent orchestration
- Data + infra design
- Production hardening
Conscious coaching
Working sessions for founders and teams ready to convert intuition into operating systems.
- 1:1 strategy sessions
- Workshop + team sprints
- Async review of plans
- Pragmatic roadmaps
Shipped
Live, in the wild.
Production deployments - not demos. Built end-to-end and shipped to real domains with real data feeds.
Background
A decade of engineering across sectors.
Manufacturing
Digital + physical workflow integration
Led international PLM / ERP / CRM integrations connecting design automation with the factory floor - across North America and Asia.
Robotics
Industrial automation, southern Ontario
Programmed industrial robots, PLCs, and advanced motion control cells for the automotive sector - a decade of hands-on systems work.
AI / ML
Full-scale model development
Built models and data pipelines spanning statistics, classical ML, and deep learning - research grounded in real production constraints.
Have a problem that's worth solving?
Send a few sentences. If it's a fit, we'll book a call and map a path forward.
Get in touch