An AI agent that watches the whole event with your ops team — arrivals, rooms, vendors, run of show — and tells them what is about to go wrong, forty minutes before it does.
Fourteen to eighteen ops staff across hospitality, transport, vendors, catering and artist management. Status lives in people's heads and in group chats nobody can query.
"35 guests unassigned" and "16 rooms unturned" sit on two different screens. No system does the arithmetic and says: you cannot house everyone tonight.
A hamper never placed, a room not turned, a car not booked. Each is a comped night or a lost referral — in a market that runs almost entirely on referral.
Not a chatbot in the corner. A layer that sits on all twenty-one modules, opens with what it knows about the screen you're on, and annotates the exact object that is about to cause you a problem.
Rooms, arrivals, tasks, stock, vendors — read continuously. There is no refresh button anywhere in the product.
Not "16 rooms unturned". Instead: "you will be four rooms short when the doors open in thirty-eight minutes — Floor 2 is your fastest block."
Reversible moves apply with an undo. Cross-team changes need one tap. Anything guest-facing or financial it drafts and never sends.
A bellman with a suitcase in each hand says "Floor two is done except 204" into an earpiece. He never breaks stride. He never puts a bag down.
Your team is carrying trays, luggage and clipboards. They are not going to stop and type. The agent speaks over Bluetooth, and they answer in two or three words without breaking stride.
"Good morning, Devika. Two hundred and eleven guests land today. Forty of them in the next ninety minutes. Everything is where it should be."
Nothing. She keeps setting the table.
"Head table's cleared, we're ready for dessert."
"Noted — that puts you four minutes ahead. I've told the AV lead. The speeches can start early if you want them to."
"The cousins' performance is eight minutes over. If it runs to the end, the couple's entry lands in the middle of hot service."
"Hold the entry."
The bride's father stands up and adjusts his jacket. He has not signalled anyone. In the AV booth, a hand moves to a fader.
"He's up." The microphone is live before he reaches it. No tapping it, no "hello, is this on", no dead pause while two hundred people wait.
This is a three-day destination wedding at a Bosphorus resort in Istanbul. Two hundred and eleven guests. Six functions. Everything below is a real capability, shown at the moment it earns its keep.
A flight slips forty minutes. The agent moves the car, tells the driver, and spots that two families landing twelve minutes apart are going to the same hotel — one car instead of two. The transfers lead marks status with his thumb: Landed, Met, In car.
"TK-717 just slipped forty minutes — that's the Kapoors. The Boses land in twelve and they're both going to the Fairmont. Hold car three and I'll put them together."
Housekeeping is sequenced by the agent — eleven rooms on one floor, one team, covering the whole first arrival wave. And a guest profile carried something small all the way to a bedside table.
"Mrs. Iyer is diabetic. The kitchen was told on Tuesday."
The dhol party is stuck in coastal traffic. The agent flags it forty minutes before it becomes a problem, while the terrace behind carries on without breaking rhythm. Nobody in that ceremony will ever know it nearly went wrong.
"The dhol party is forty minutes out — traffic on the coast road. If they leave now, they still make the Sangeet entry."
A performance overruns by eight minutes, which would land the couple's entry in the middle of hot service. One decision from the stage manager, and the kitchen, AV and the MC all move together. The couple are handed water in the wings and never learn they waited longer.
"Done. Kitchen, AV and Meera all know. Plating moves to nine-forty."
The baraat, the ceremony, the moment the bride's father stands to speak and the microphone is live before he reaches it — because the AV lead heard two words in his earpiece. This is what all of it was for.
"He's up."
Forty-one guests out in one morning. A flight moves up an hour, so a return gift goes into the car rather than waiting at a desk the guest will never reach. And a bracelet found in a room after checkout is matched to its owner and her gate before she has finished her coffee.
"That's Aanya's. She's at gate two-fourteen for another fifty minutes. Emre can make it."
Figures modelled from workflow observed across our four live weddings. Directional rather than audited — instrumenting the saving properly across several hundred weddings is exactly what the current round funds.
Full ops load on the platform through the 2026 season — rooms, arrivals, hampers, tasks, vendor coordination.
With three of India's largest destination wedding planning firms, covering the Jaipur, Udaipur and Goa corridors.
The complete operations surface is already in production. The agent layer is in build on top of live event data.
We will set the event up with you, run it alongside your team, and show you exactly what the agent caught. No charge for the first wedding.