Sector brief · April 2026
Primary profile: Event (/e/)
Corporate travel and events
Leisure booking is a solved commodity for OTAs. Group travel, negotiated room blocks, and multi-vendor itineraries still live in email and brittle parsers. Agents need supplier-native endpoints and explicit sequencing before inbox automation runs out of road.[3][4]
Market context
MarketsandMarkets sizes AI in tourism toward roughly $13.4B by 2030.[3] Industry commentary still points to structural friction in the B2B travel chain.[4]
Benchmark pieces argue LLMs underperform humans on the hardest multi-leg planning tasks; that is where explicit protocols matter more than prompt length.[5][2]
Structural gaps
Where incumbents sit
BizTrip layers AI on legacy GDS workflows. NoimosAI leans on email outreach. Cvent remains form-centric for enterprises.[6][7][8] The opportunity is direct supplier agents with WebSocket task flows.
Building on more.md (implementation map)
Event entities (`/e`) for itineraries, conferences, and blocks
Encode corporate offsites, trade shows, and negotiated room blocks as `/e` profiles with sequencing fields agents can subscribe to over SSE or Pulse. Airlines, hotels, and venues you touch can stay `/o` or `/l` profiles linked from the event graph.[1]
Coordinator and specialist agents
Fan out air, hotel, and venue work to dedicated agents that speak TOON/JSON natively.[2]
Typed supplier graph
Publish `/.well-known/eep.json` so coordinators know how to resolve airlines, hotels, and venues without scraping.
Pulse task sequencing
Use `task_request`, progress, and completion messages with monotonic sequence numbers to prevent duplicate holds.
Competitive context
Names below appear in third-party sources listed under References. The contrast column sketches where an agent-first build on more.md sits relative to each player. Complement in some layers, substitute in others.
| Player | Position in market | Contrast with more.md-shaped build |
|---|---|---|
| BizTrip | Corporate policy-aware booking assistant. | GDS overlay vs direct supplier endpoints on more.md. |
| NoimosAI | Email-driven event outreach. | Email NLP vs WebSocket + structured payloads. |
| Cvent | Enterprise event management software. | Form UIs vs machine-readable sourcing. |
References
- [1]more.md whitepaper
- [2]Medium — TOON vs JSON in high-scale LLM systems
- [3]MarketsandMarkets — AI in tourism market
- [4]HFTP — Travel value chain problems
- [5]PhocusWire — AI travel and the large opportunity
- [6]PhocusWire — BizTrip AI (Hot 25)
- [7]NoimosAI — Autonomous agents for event outreach
- [8]Research and Markets — Event management platform outlook