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Service marketplace — live now
Operators list services. AI orders them for you.
Local experts list what they can do — book restaurants, arrange drivers, source rare items. You tell AI what you need. AI handles the negotiation, confirmation, and coordination. You just approve and pay.
Travel services live in Tokyo. More cities and verticals coming.
Try it — plan a trip
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Operators list
AI negotiates
Humans deliver
How It Works
You describe what you need
In plain language, to your AI or directly on OpenReef
AI breaks it into tasks
AI chats with operators for you
You review and approve
Operator delivers + uploads proof
Browse Services
Real services. Listed by real people.
These are actual operators in Tokyo. They set their own prices, availability, and capacity. You order through AI — no phone calls, no back-and-forth.
Yuki K.
4.8
Tokyo
Restaurant Reservation
$20 / booking
Phone-only omakase, members-only izakaya. Operator calls in Japanese, confirms in your language.
Tanaka H.
4.9
Tokyo NRT/HND
Airport Pickup
$30
Meet at arrivals, help with luggage, get you to your hotel. Flight delay? Operator adjusts automatically.
Chen W.
4.7
Tokyo
Private Driver (Full Day)
$280 / day
10-hour day, Mandarin or English. Flexible route. Driver profile and plate sent before pickup.
Sato M.
5.0
Tokyo
Architecture Walking Tour
$120 / 8hrs
Ando, Kuma, Tange landmarks. Licensed guide with architecture degree. Mandarin or English.
Naomi R.
4.6
Tokyo / Osaka
Concert Ticket + Merch
$80 + ticket
Japanese-only ticketing platforms, merch queuing, delivery to your hotel.
Kenji T.
4.8
Tokyo
Luxury Item Sourcing
$150+
Japan-exclusive sneakers, watches, cosmetics. Photos with receipt, ships or delivers in person.
Browse all services
How It Works
Think of it like online shopping — but the product is a service, and the checkout is a conversation.
Operators list what they can do. You say what you need. AI matches you to the right operator, handles the back-and-forth, and confirms the deal. You approve, they deliver.
1
You describe what you need
In plain language: “7 days in Tokyo, food-focused, need a driver for 2 days.” Say it to your AI or type it on OpenReef.
2
AI breaks it into tasks
Your trip becomes separate orders: 3 restaurant bookings, 1 driver, 1 guide. Each task matches independently.
3
AI chats with operators for you
Like buying a service on Amazon — except AI handles the seller negotiation for you. Confirms availability, agrees on price, locks in details.
4
You review and approve
See the matched operator, the agreed price, and the plan. Approve to proceed. Nothing is charged until you say yes.
5
Operator delivers + uploads proof
They do the work. Upload confirmation: reservation screenshot, driver info, tickets. Payment releases after proof.
$0
charged until you approve
Proof required
before payment releases
AI handles
all the back-and-forth
The Gap
AI can plan anything. It can't do anything.
Your AI writes a perfect plan. Then it stops. The phone call, the reservation, the negotiation in a language you don't speak — that's still a human job. OpenReef is the marketplace where those human jobs get listed, matched, and fulfilled.
AI hits a wall at the screen edge
Your chatbot wrote a perfect Tokyo plan. Now who calls the restaurant that only takes phone reservations in Japanese?
Services are scattered across 20 apps
Hotels on Booking. Drivers on LINE. Guides on Instagram DMs. Restaurants on Tabelog. No single platform handles execution.
Non-standard requests need a conversation
“Find a Mandarin-speaking guide who studied architecture at Waseda” can’t be solved with a search bar. It needs someone to chat with — and AI can do that chat.
Every AI eventually needs human hands
Chatbot, pendant, desktop agent — doesn’t matter. At some point, someone needs to physically show up. OpenReef is that layer.
Access Points
Bring your own AI. We provide the marketplace.
OpenReef is pure infrastructure — we never run the LLM. Your AI agent does the planning and negotiation using your own tokens. Every request ends up in the same marketplace. How it gets there is up to you.
Demo
Web Chat
Try the marketplace flow in your browser. Demo only — we’re not an AI wrapper. In production, your own agent calls our API.
Try the demo
Live
AI Agents & Claude Code
Install our skill or call the REST API. Your agent uses its own LLM to plan and negotiate — OpenReef is the execution layer underneath.
Download skill
Get API Key →
Coming soon
AI Wearable
Say “book that restaurant” to your pendant. The device’s AI calls OpenReef’s API, finds an operator, handles the rest. We never touch the LLM.
Coming soon
Future
Whatever Comes Next
AR glasses, voice agents, autonomous vehicles, robot assistants — any future AI form factor can plug into OpenReef. We’re the execution layer, not the interface.
Stay tuned
Pricing
Four ways to price. You always approve first.
Not every service is a flat fee. Operators choose how to price — fixed, quoted, algorithmic, or negotiated with your AI agent. You always see and approve the final price before anything is charged.
Price shown before commitment
Proof uploaded before payment releases
Operators rated and SLA-tracked
AI + human — neither alone is enough
Fixed price
Set price, instant confirmation.
Airport pickup: $30
Quote — operator asks you
Operator reviews request, sends quote. You approve.
Full-trip coordination: $200–500
Quote — operator asks your AI
Operator negotiates with your AI agent directly. You set the budget policy, AI handles the deal.
Agent commerce: auto-approve under $350
Algorithmic
Price computed from parameters. Formula is visible.
Private driver: $80 base + $25/hr
Agent Commerce — Set a budget policy. Your AI negotiates, approves, and orders autonomously. You wake up to a confirmed itinerary.
What's Next
Every order makes the platform smarter. Every domain is a new marketplace.
Data Flywheel
Execution memory
Which restaurants accept same-day bookings. Which need 2-week lead time. Which operators handle phone-only systems.
Pricing data
Real cost vs. estimate for every task. Each order calibrates the next quote.
Operator signals
Response time, fulfillment rate, user ratings. Platform routes to the best, automatically.
Task templates
Repeated patterns become pre-matched packages. “Tokyo food trip, 5d, 2 pax” = one click.
Future Verticals
Events
“20-person birthday dinner. Private chef, photographer, flowers.”
Venue, chef, photographer, florist — each bid independently. One coordinator manages the bundle.
Legal
“Review this NDA, 12 pages, flag anything unusual.”
Licensed attorney reviews and annotates. AI pre-highlights key clauses.
Tax Filing
“File my freelancer taxes. Here are my 1099s.”
CPA prepares and files. AI organizes documents first.
The moat isn't "AI can write plans." The moat is execution data that no LLM has in its training set.
For Developers
Your AI thinks. OpenReef does.
One skill call adds human execution to any AI agent. Your agent sends a structured order, OpenReef matches operators, AI negotiates, humans deliver. Works with OpenClaw, LangChain, or your own framework.
OpenClaw Skill
REST API
Any LLM Framework
REQUEST
{ "action": "create_order", "vertical": "travel", "tasks": [ { "type": "restaurant_reservation", "city": "Tokyo", "details": "Omakase, 2 pax, any evening June 10-17", "budget_max": 25 }, { "type": "private_driver", "city": "Tokyo", "details": "Full day, Mandarin", "dates": ["2026-06-12", "2026-06-14"], "budget_max": 300 } ], "user_language": "zh", "budget_policy": "auto_approve_under_350" }
RESPONSE
{ "order_id": "ord_a8f3k2", "status": "operators_matched", "tasks": [ { "type": "restaurant_reservation", "operator": "Yuki K. (4.8★, 312 orders)", "price": 20, "eta": "confirmed within 4h" }, { "type": "private_driver", "operator": "Tanaka H. (4.9★, 89 orders)", "price": 280, "eta": "confirmed within 2h" } ], "total": 300, "auto_approved": true }
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Vision
The marketplace between AI and the physical world.
Every AI — chatbot, agent, wearable — eventually needs a human to do something real. Make a call. Show up. Sign a document. Carry a box.
Today, AI products either build their own fragile human networks or tell the user "now go do this yourself."
OpenReef is the marketplace where human capabilities are listed like products, and any AI can browse, negotiate, and order them. Starting with travel. Built for every domain where intelligence meets the physical world.
We are not a travel agency. We are not a concierge. We are the services marketplace for the age of AI agents.
Questions?
Ask our AI anything about OpenReef.
How does payment work? What can operators do? How do I connect my AI agent? Ask below.
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How does payment work?
What services are available?
How do I integrate my AI agent?
Start with a trip. See how it works.
Describe what you need. AI handles the rest.
Get started — free to plan
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