Built the way each one works — not retrofitted from generic AI. Live in education. More shipping.
Pick a vertical. Go all in. Build what runs it.
Inside the industry. Workflows, edges, regulators — understood before code.
Domain data, agents, interfaces. Infrastructure operators rely on.
Engineers and operators side by side. In contact with the work.
Each customer sharpens the next. The data layer compounds.
One at a time. All in.
Your alumni. Found.
Schools lose 90% of their alumni. We bring them back. AI finds them. They verify themselves. The spreadsheet becomes a living community — and a living donor base.
Live as Alumni Platform — our first vertical product.
Dispatch, fleet, last-mile. On 250K+ drivers of operating history.
Guest, kitchen, multi-property. Where detail decides the experience.
Regulated. High-stakes. Where generic AI can't go. We will.
Three moves. Operator-led. Industry-shaped.
Inside the industry. Workflows, edge cases, regulators — understood before code.
Engineers and operators side by side. In contact with the work.
Each customer sharpens the next. The data layer compounds.
The next surface area lives inside specific industries. That's where we go.
Vertical by vertical. Until every industry has the AI it deserves.
Work With Us15 years of operator instinct — Uber, CloudKitchens, Nash — in every system we ship.
If there's a fit, we'll come back in 48 hours with a point of view on your industry — not a pitch.