Toronto, Ontario, Canada
I help companies turn messy business workflows into shipped AI systems. Through Red Brick Labs, I work as an external AI product lead for operators who need agents, automations, and internal tools that run inside the business. I am useful when the team has AI ideas but no clear path from prototype to production. What I do: - Find the workflow worth automating first - Define the output, owner, data, review path, and ROI target - Build and deploy the first working version - Connect it to the tools the team already uses - Add human review, testing, and measurement so the system can be trusted - Train the team to operate and improve it Common outputs: - AI agents for research, routing, review, reporting, and internal workflows - Finance, legal, HR, marketing, ops, and security automations - Internal tools, copilots, search systems, recommendation engines, and review queues - AI workflow pilots that prove whether the idea should scale, narrow, or stop I am not here to sell a giant transformation program. I am here to help companies ship the first useful AI system, learn from it, and build the next one properly.
I work with companies that need AI to show up inside real operations, not stay trapped in a demo. At Red Brick Labs, I act as an external AI product lead for ops-heavy teams. I map messy workflows, define the business output, build and deploy the system, and train the team to own it. Typical outputs: - AI agents for research, routing, review, reporting, and internal workflows - Automations across finance, legal, HR, marketing, operations, and security - Internal tools, copilots, search systems, recommendation engines, and review queues - Workflow evaluations, human-in-the-loop controls, and ROI measurement - First production pilots in weeks, not months The job is not to advise on AI. It is to find the workflow worth fixing and ship the thing.
most impactful ai community in canada. training builders, teams, founders how to build with claude, openai, cognition.
- Develop a road map of 150+ dApps on the Near Ecosystem - Build MVP for half dozen dApps to be launched the following year