Vibe-code rescue for Toronto founders
Toronto captures roughly 40% of all Canadian venture capital and ranks as the world's fourth-largest startup ecosystem, behind only Silicon Valley, New York, and London, with AI alone accounting for a majority of recent national funding. That concentration of AI and fintech dollars, anchored by companies like Cohere and Wealthsimple, means Toronto founders are more likely than most to be building on top of a model API, a payment rail, or both, often before anyone has reviewed what that exposes. We work remotely with Toronto teams on Eastern hours, no office visit required, and the same $1,500 Rapid Diagnostic, credited toward the full audit, everywhere.
Model-heavy and payments-heavy, at the same time
An AI-native ecosystem means AI-native cost risk
A city where more than half of national startup funding goes to AI companies has a lot of products calling a frontier model on every user interaction, and most of those calls were never designed with a token budget attached.
Fintech dollars carry the fine schedules everywhere they touch cards
A Toronto fintech onboarding a Canadian or U.S. banking partner faces the same category of vendor security review as any other market, and the PCI and access-control fundamentals a reviewer checks for don't change at the border.
Security and cost to serve, for a model-native product
A Toronto AI product's security review and its unit-economics review are often the same conversation, since both start with "what does this app actually do with the model."
Toronto founder questions
Do you have a Toronto office?
No, we're a fully remote team. Toronto founders work with us over video calls, written diagnostics, and shared repos, scheduled on Eastern hours.
Do you work with Canadian fintechs, or only U.S. ones?
Both. The engineering fundamentals a bank partner or a card network cares about, access control, data handling, secrets management, are the same regardless of which country's regulator ultimately reviews it.
Can you bill in Canadian dollars?
We quote and invoice in U.S. dollars, consistent with our pricing everywhere. Ask about currency handling when you reach out and we'll sort the practical details.
How fast can you start for a Toronto-based team?
Triage usually begins within 24 to 48 hours regardless of where you're based. Tell us your timeline when you reach out.
Send us the repo. We'll tell you the truth about it.
A senior engineer reads your actual code and gives you a straight assessment, on your schedule.