Agentic analytics for hotel management companies
80% of hotels spend up to two working days a week building reports by hand.Owners still ask why the number moved.
That’s from HEDNA’s State of Distribution 2025, covering more than 21,000 properties. Meanwhile labor cost per occupied room rose 12.8% in 2025, and winning a guest often costs 20% to 30% of what they pay. The owner report says what happened. It rarely says why.
Left on the table each year
For a management company running 10 properties of 180 rooms each, by filling rooms you’d have seen going empty, moving bookings off the costliest channels, and getting the owner report built for you.
30 minutes with someone who has connected hotel, marketing and finance systems before. Or run your own numbers first.
of hoteliers struggle to get the data they need for revenue and operating decisions.
say disconnected systems are their biggest obstacle.
software providers run the average hotel: PMS, revenue system, channel manager, CRM, payments and more.
Sources: The Future of Hotel Data (Hapi and Revinate, 2025); Mews estimate. In our own research, every multi-property hotel group we studied had data spread across platforms and properties, and all of them struggled to repeat their reporting across units.
Owners read the report on Monday and ask what moved NOI.
They want to know what changed, what was in your control, and what you did about it. As one hotel finance adviser put it: “Most reports still answer what happened, but not why it happened or what management did about it.”
At most management companies the report is still built by hand: export from each property’s systems, reconcile in a spreadsheet, format it, send it before the owner review. Every new property adds to the pile.
Rooms that expire every night
A room-night you don’t sell tonight is gone. US hotels ran 67.9% occupancy in the first half of 2026 with RevPAR up 8.9%, but the gains were uneven: luxury RevPAR rose 15.9% while economy fell 2.7%. Your portfolio probably has the same split, and a group average hides which properties are pulling the rest.
What we build for it
Every Monday, an AI agent checks each property’s bookings for the next 30 days against its own history and budget, and flags the dates falling behind while there’s still time to move rate or spend.
What each booking really costs
OTA commissions typically run 15% to 30%, and OTA bookings cancelled about twice as often as direct ones in 2025 (21.8% against 10.6%). Expedia Group was the top revenue channel for North American hotels in 2025, for the first time since 2020. Most reports still show gross room revenue by channel, before any of that comes off.
What we build for it
An AI agent reports net revenue by channel for every property, after commission and cancellations, and flags when OTA share creeps up on dates you could have sold direct.
Labor that doesn’t follow demand
Labor cost per occupied room rose 12.8% in 2025, and cost per labor hour rose 8.0%. HVS names schedules tied to brand standards instead of demand as one reason labor costs keep climbing. When the schedule is set before anyone checks the forecast, you pay for shifts the occupancy didn’t need.
What we build for it
An AI agent puts each property’s labor cost per occupied room next to its forecast occupancy, and flags the weeks where the schedule and the demand don’t match.
Proof
What hotel groups told us.
From the hotel groups in our research.
Started with a pilot at a single property and grew to roughly 180 data sources across 30 properties in about eighteen months.
Multi-property hotel group
“Most of our reporting is done manually, which is incredibly time-consuming… data is scattered across various platforms.”
Hotel group, first call
“I don’t even think they know how to read those data boards…”
Reporting built for property teams went unused. It has to reach people in a form they already read.
Hotel group
Your numbers
What are your empty rooms and slow reports worth?
Enter two numbers. We fill in the rest from industry averages.
We assume a $190 average daily rate, 67.9% occupancy, and 2 hours a week per property on owner reporting at $40 an hour.
Left on the table each year
That’s $6,720 for every week you wait.
Room revenue from nights you’d have seen coming and filled
Commission saved by moving 1 in 100 bookings from OTAs to direct
Team time back from building owner reports
How we worked this out
Occupancy: a 2-point gap on every available room-night at a $190 rate. With monthly reporting, we assume 30% of that gap goes unnoticed and 30% of that is recoverable, so we count 9% of it. Channels: we apply 67.9% occupancy (US hotels, first half of 2026) and assume a direct booking costs about 10 points less than an OTA booking, on 1% of room revenue. Reporting: 2 hours per property a week, 50 weeks, at $40 an hour. We don’t count any labor savings.
Bring last month’s owner report. You’ll leave knowing which parts we can build automatically, for every property.
Before you ask
Questions we usually get before the call.
“Our PMS and revenue system already report this.”
Each reports its own slice, usually one property at a time. None of them puts ad spend, channel costs, labor and the owner P&L in the same row, and the owner’s question needs all of them.
“Every owner wants a different format.”
That’s why it’s worth building once. One template runs across every property, and each owner gets a version branded for them that shows only their hotels.
“We could export it and ask an AI.”
Chat tools cut off large exports without telling you, give a different answer next week, and do nothing on Monday unless someone asks again. Owners notice when the numbers change between reports.
Sources: HEDNA, NYU Tisch Center and RateGain, State of Distribution 2025; HotelData.com, 2025 Labor Costs report and H1 2026 Profitability report; Hospitality Upgrade, Spring 2026; Cloudbeds OTA commission guide, 2026; SiteMinder Hotel Booking Trends 2026; HVS, Hotel Profitability in Transition; Anton Khabibov in Hotel Online, 2026.