AI & business automation
AI-driven features are most valuable when they solve a specific problem. I help Canadian businesses identify useful opportunities and integrate AI into websites, applications and internal workflows, with human oversight and an understanding of the ongoing costs.
Discuss your projectWhat we can work on
- Search and question answering over your own content
- Document extraction and structured data capture
- Staff assistants and first-draft generation
- Workflow integrations between existing tools
- Evaluation, human review and usage-cost monitoring
How we approach it
We choose a bounded workflow and define what a good result looks like. I test the approach on representative examples, design access and review controls, and connect it to your existing tools. The aim is measurable usefulness, with clear limits for uncertain outputs and sensitive data.
Your neighbour in technology
I live in Edmonton, Alberta. If you’re local, I can visit your shop, office or workspace and see how things really happen — the paper forms, the repeat phone calls, the spreadsheet that holds everything together.
That’s where useful software starts. My aim is to help local businesses become stronger, more efficient and more competitive — contributing, one practical improvement at a time, to a thriving Canadian economy.
Work
See what independent delivery looks like in practice.