The self-healing itinerary. An agentic trip-OS that owns every disruption end-to-end — zero call-center, zero paperwork.
When the 2am cancellation hits, the hotel is now a no-show, the car is still billing, the dinner is about to auto-charge, and the app on the traveler's phone says "we'll get back to you in 48 hours."
Claude, Gemini, ChatGPT already book trips on behalf of users. A SERP listing is illegible to an agent. Rebound is the API-native trip-OS agents call — Booking.com's funnel is structurally invisible to them.
A cascade rebook that cost €4.10 of tokens in 2024 costs €0.22 today. 82% gross margin at €47 per resolved cascade is durable, not a subsidized land-grab.
EU261 awareness up 3.4× since 2022. Two disrupted trips is enough to churn 71% of Booking.com's Genius Elite tier. The moment is now, not in 2028.
Three structural reasons. None of them are features.
Booking.com's call-center, loyalty team, SEO team, and corporate onboarding org exist because its unit economics require them. Rebound is 42 humans and 1,200 agents. The gap isn't closable by adding AI to a 27,000-person org — the old org is the cost structure the new one is designed to delete.
Booking.com's moat is Google ads and pay-to-rank affiliates. That moat is illegible to Claude, Gemini, and ChatGPT — the discovery layer that already books 18% of European trips. Rebound's API-first, structured, agent-readable surface is a category the incumbent would have to rebuild from zero, against its own cost base.
Every cascade Rebound resolves becomes a training signal for the next. 500+ scenarios in our eval suite today; 5,000 in 18 months. Booking.com has more trips, but fewer resolved cascades — because most of its disruption events end at "48 hours, no outcome." Unresolved data doesn't compound.
Owned rebooking at Skyscanner when it went from a price-comparison site to an actual trip company. Knows where the bodies are buried in every major GDS.
Shipped one of the first production agent stacks at Anthropic. Before that, built the eval harness for Stripe's fraud models.
Ran the control tower that rebooks Lufthansa's worst-day-of-the-year cascades. Built our Field Ops model from what she saw break.
The reason the morning summary reads like a friend, not a bot. Owned the voice of Monzo through its 0→1 years.
The same agent architecture rebooking a Lisbon–Rome cascade in four minutes will rebook a suborbital leg in 2034, and an orbital transfer beyond.
Trip is trip. Rebound scales.