A Toronto team building voice and workflow AI agents.
We work with Canadian businesses that need real AI output, not another pilot. Production voice systems, workflow automation, and AI features inside the tools your team already uses.
We build production AI agents for Canadian businesses that need real output, not another pilot. Most of our work is voice systems, workflow automation, and AI features inside existing tools like HubSpot and Salesforce. The people who scope your project are the people who write the code.
Founded by Vatsal Shah, engineer and technical lead.
How we work
Three things you can count on across every engagement.
The people you'd talk to
Everyone on your project is listed on the team page. The same people who scope the work write the code — no rotating cast, no junior subcontracting.
Fixed scope, weekly demos
We scope by what you need to leave with, not by hours billed. Working software lands in your hands at the end of every week.
Code you own
Everything we build lives in your repository from commit one. No vendor lock-in, no hidden tooling, no recurring license tax after we hand off.
What Our Clients Say
Real quotes from real people we have built things with.
View What Our Clients SayMedia & Appearances
A collection of my media appearances, interviews, and public speaking engagements.
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A collection of our work, side projects, and experiments in software development, AI, and IoT
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