Can a restaurant group license its business records to AI companies?

Updated October 25, 2026 · How we research

What systems does a restaurant group usually run on?

Most restaurant groups run on a point of sale (POS) system that has grown into a wider platform. Toast is one example. Its platform page lists cloud POS with offline mode, online ordering and delivery, payroll, employee scheduling with sales forecasting, a tips manager, guest marketing and a guest CRM (customer relationship management, a database of guest contacts and visits), reservations and waitlist, loyalty and gift cards, and inventory tools that compare actual food use with what sales say should have been used.

Groups often add separate tools for reservations, delivery marketplaces, accounting, purchasing and recipe costing, plus email and group chat between locations.

• POS: orders, voids, comps, discounts, refunds
• Inventory and purchasing: counts, variances, vendor invoices
• Scheduling, time clock, tips and payroll
• Guest data: reservations, loyalty, online ordering, marketing lists
• Manager logs, email and chat between locations

Which restaurant records are most likely to interest buyers?

A single sales total says little. The more useful material tends to show a manager facing a problem and making a call, often under time pressure, across several locations.

• Voids, comps and refunds with the reason codes and notes managers entered
• Inventory variance investigations: what went missing, why, and what changed
• Menu and price changes, and what happened to sales afterward
• Schedules compared with forecasts, and how shifts were adjusted on busy or slow days
• Guest complaints and how each location responded
• Vendor shortages and substitutions, and how menus were adjusted
• Catering and private event orders from inquiry to final invoice
• Your own recipes, prep guides, opening and closing checklists and training material

What rights and compliance issues are specific to restaurants?

Card data. The PCI DSS (Payment Card Industry Data Security Standard) applies to any business that stores, processes or transmits cardholder data or sensitive authentication data. Card numbers and payment details must never be part of a data license. Make sure any export from your POS leaves payment fields out completely, and check your payment processor agreement.

Guest data from platforms. Reservation, delivery and loyalty platforms each have their own agreements with your restaurants, and those agreements can limit how you use guest information that came through them. OpenTable, for example, updated its restaurant terms in 2026 and said the changes were meant partly to protect guest data from being extracted by unauthorized third parties. Read each platform agreement before including any guest information. Guest profiles can also hold allergy and dietary notes, which are health-related and should stay out.

Employee scheduling. Some cities regulate restaurant scheduling. New York City's Department of Consumer and Worker Protection says its Fair Workweek law requires fast food employers to post schedules 14 days ahead and to pay premium pay for schedule changes. Schedules, time punches, tips and payroll are employee personal records. Aggregated staffing levels may be usable; individual records usually are not. See the employee and customer privacy guide.

Franchise agreements. If your group operates franchised brands, the franchise agreement may say the franchisor owns POS data, recipes and operating manuals. Check before including any of them. Talk to your lawyer about all of the above.

What should a restaurant group leave out?

Typical exclusions for a restaurant group:

• Card numbers, payment tokens and any cardholder data
• Guest names, phone numbers, emails and visit histories
• Allergy, dietary and other health-related guest notes
• Guest data received from platforms whose terms restrict use
• Individual schedules, time punches, tips, pay and HR records
• Franchisor-owned recipes, manuals and data

What makes restaurant records easier to use?

Records are easier to use when managers record reasons, not just actions: a void with a reason code and a note, a variance with an explanation, a schedule change with why. They are harder when that reasoning lives in text messages or in a paper manager log that never gets scanned.

A group with several locations on the same system has an advantage, because the same kind of decision can be compared across sites and seasons.

How should a restaurant group get started?

Start with records your own managers created: void and comp notes, variance reports, menu change history, manager logs and your own recipes and procedures. Confirm with your POS provider how to export them with payment fields and guest identifiers removed. Then list every platform that sends you guest data and check its agreement before deciding whether any guest-side records are in scope.

Leave employee-level scheduling and payroll out of the first pass.

General information, not legal, tax or financial advice.