Industry guide
Hotel operating records and AI labs: what they want and what to expect
Hotels run on handoffs: group sales threads, guest messages, front desk and night audit logs, engineering work orders and reports to owners.
Most of it already sits in a PMS such as Opera, guest messaging tools, sales and catering systems and email. Buyers want the written trail of how your team actually does the work, so most owners lead with SOPs and training material, then add day-to-day records once personal details are dealt with.
- Key figure
- 21,544
- Buyers' published range
- $100K to $2M+
- Time to a written offer
- Days to 2 weeks
- Owner time, per buyers
- 1 to 3 hours
01 / What buyers value
Records a buyer will look for at a hotel company
Group and event sales threads
Where it lives
Sales system and email
Why a buyer wants it
Negotiating group business
Raise first
Client details
Guest messaging
Where it lives
Messaging tools
Why a buyer wants it
Service in real time
Raise first
Guest details
Shift logs
Where it lives
PMS and docs
Why a buyer wants it
Handoffs between shifts
Raise first
Guest names
Engineering work orders
Where it lives
Maintenance system
Why a buyer wants it
Upkeep
Raise first
Usually little
Owner and brand audit reports
Where it lives
Docs
Why a buyer wants it
Performance and standards
Raise first
Owner data
| Record | Where it lives | Why a buyer wants it | Raise first |
|---|---|---|---|
| Group and event sales threads | Sales system and email | Negotiating group business | Client details |
| Guest messaging | Messaging tools | Service in real time | Guest details |
| Shift logs | PMS and docs | Handoffs between shifts | Guest names |
| Engineering work orders | Maintenance system | Upkeep | Usually little |
| Owner and brand audit reports | Docs | Performance and standards | Owner data |
02 / Value
Putting a number on a hotel company's data
No buyer publishes a price list by industry. What they do publish is a range for a whole company: micro1, Polyshares and Ventra each advertise deals from roughly $100K to $2M or more, and Pewter's licensing partner cites examples between $350K and $650K. Read those as the buyers' own marketing figures, not offers.
For a hotel company of about 80 people, three things move the number most: how many years of history you have, how much of the work is written down in one place, and how cleanly client and employee details can be removed. Try the worth estimator for a range based on your size.
03 / Buyers
Which buyers take hotels and hospitality
On Troveo's intake form, the closest category ("hospitality, restaurants or local services") sits in the lowest of its four demand tiers. Polyshares accepts hotels and hospitality, though it does not mark it as premium.
Published size rule
Asks for at least 30 staff, with no upper limit
A 80-person hotel company
Fits at 80
Published size rule
At least 20 full-time US office employees, or 10 for accounting and 6 for law
A 80-person hotel company
Fits at 80
Published size rule
At least 20 W-2 staff in the US and three years of history
A 80-person hotel company
Fits at 80
Published size rule
At least 20 people and three years, with a higher bar in some sectors
A 80-person hotel company
Fits at 80
Published size rule
At least 30 US staff and three years of data
A 80-person hotel company
Fits at 80
Published size rule
Around 30 people or more
A 80-person hotel company
Fits at 80
Published size rule
No headcount floor; it weighs how deep the record goes
A 80-person hotel company
No size floor
Published size rule
Publishes no minimum
A 80-person hotel company
No size floor
Published size rule
Publishes no minimum (its calculator begins at 20)
A 80-person hotel company
No size floor
| Buyer | Published size rule | A 80-person hotel company |
|---|---|---|
| micro1 | Asks for at least 30 staff, with no upper limit | Fits at 80 |
| Mode | At least 20 full-time US office employees, or 10 for accounting and 6 for law | Fits at 80 |
| Nyne | At least 20 W-2 staff in the US and three years of history | Fits at 80 |
| Pewter | At least 20 people and three years, with a higher bar in some sectors | Fits at 80 |
| Ventra | At least 30 US staff and three years of data | Fits at 80 |
| Endless | Around 30 people or more | Fits at 80 |
| Polyshares | No headcount floor; it weighs how deep the record goes | No size floor |
| Mercor | Publishes no minimum | No size floor |
| Troveo | Publishes no minimum (its calculator begins at 20) | No size floor |
Some buyers pay us a referral fee. It never changes your price, and it never changes the order of our rankings.
04 / Typical week
What one ordinary week produces
- Monday: a wedding block negotiated.
- Tuesday: guest complaints resolved by text.
- Wednesday: night audit notes on a billing error.
- Thursday: HVAC repairs on two floors.
- Friday: an owner report sent.
Illustrative. Multiply one week by every year you have kept, and that is the record a buyer is looking at. The written decisions matter more than the totals.
05 / Process
How a deal works
- 1
Check the fit
Answer a few questions about headcount, years of records and the systems you use. No files change hands.
- 2
Inventory call
A buyer walks through what you hold and what it wants. Most say the owner spends one to three hours in total.
- 3
Written offer
Buyers usually send terms within days to two weeks: price, scope, term and whether the deal is exclusive.
- 4
Clean and deliver
Personal details are removed under the agreed method, then a copy is exported. Your originals stay where they are.
micro1
What it asks for
Procedures, internal wikis, project and task history, CRM activity
Offer and payment
Up to 30 days to review, then paid within 30 days of invoice
Ask about
Its master terms describe a perpetual license. It says it strips personal details "when relevant", so ask exactly how.
Ventra
What it asks for
Mainly inboxes, recorded calls and helpdesk tickets
Offer and payment
Offer in 3 to 7 days, then net 30 or 60
Ask about
Its terms warn it may be unable to erase data after delivery.
Polyshares
What it asks for
Inboxes, recorded calls, helpdesk tickets and ERP extracts
Offer and payment
Offer in 1 to 2 weeks, paid in 30 to 60 days
Ask about
Licenses are exclusive by default.
Pewter
What it asks for
Operating records for the industries on its list
Offer and payment
No fee to the owner, it says
Ask about
Launched October 2026 by a Florida sales agency. Its licensing partner, not Pewter, signs and pays.
| Buyer | What it asks for | Offer and payment | Ask about |
|---|---|---|---|
| micro1 | Procedures, internal wikis, project and task history, CRM activity | Up to 30 days to review, then paid within 30 days of invoice | Its master terms describe a perpetual license. It says it strips personal details "when relevant", so ask exactly how. |
| Ventra | Mainly inboxes, recorded calls and helpdesk tickets | Offer in 3 to 7 days, then net 30 or 60 | Its terms warn it may be unable to erase data after delivery. |
| Polyshares | Inboxes, recorded calls, helpdesk tickets and ERP extracts | Offer in 1 to 2 weeks, paid in 30 to 60 days | Licenses are exclusive by default. |
| Pewter | Operating records for the industries on its list | No fee to the owner, it says | Launched October 2026 by a Florida sales agency. Its licensing partner, not Pewter, signs and pays. |
06 / Timing
If you are selling or winding down
A data license can sit alongside a sale or a wind-down. If you are selling the business, agree with the acquirer who keeps the right to license the archive. If you are closing down, keep the workspace and inboxes alive until a buyer has seen them. A closed company is not out of options: SimpleClosure reports more than 150 completed sales of shut-down startups' archives.
FAQ
Questions, answered
How strong is demand for hotel data?
Troveo places hospitality in its lowest tier. Detailed, well-kept records still find buyers.
Is a 80-person hotel company big enough?
9 of the 9 buyers in our size check take a hotel company that size, going by their own published rules. Below 20 people your options narrow to the buyers with no stated minimum.
Do we lose our records if we license them?
No. A license gives the buyer a copy for agreed uses and your originals stay put. Read the term and deletion clauses closely: micro1's master terms describe a perpetual license, and Ventra warns it may be unable to erase data after delivery.
Find the buyers that fit your company
Answer a few questions about your size, tools and history. We show which buyers want a company like yours. Free, no files.
Keep reading
Sources
Every number on this page links back to one of these.
- 1arxiv.org: 2510.04374v1arxiv.org
- 2nature.com: S41467 019 10933 3nature.com
- 3onetonline.org: 4.C.1.a.2.honetonline.org
- 4troveo.ai: License company data for aitroveo.ai
- 5Troveo: Business data programtroveo.ai
- 6Polyshares: Sell company datapolyshares.com
- 7micro1: Company referral programmicro1.ai
- 8Beri: micro1 enterprise data partnerships, terms and risksberi.net
- 9Mode: Data program requirementsdata.mode.inc
- 10Nyne: Sell company datanyne.ai
- 11Pewter: Company data licensingpewterdata.com
- 12Pewter: Partner examplespewterdata.com
- 13Ventra: Company datajoinventra.com
- 14US Census Bureau: Statistics of US Businesses, 2022www2.census.gov
Spot something wrong? See our corrections policy. Some buyers pay us a referral fee. How we make money.