Langford Annuity

For US businesses with 20+ employees

See what your company data could license for.

To train and test their models, AI labs license genuine business records like email, documents and tickets. Your indicative range updates live as you answer three questions.

  • Free to request
  • Zero obligation
  • Scope is your call

Why this matters now

Public text is used up. Your business records are not.

The first big AI models learned from public text. That supply is largely spent, and it rarely showed the daily work inside an actual business.

The estimate that became a purchase order, the request that took a few rounds to solve, the revision on a job in progress. Records like these are what labs are licensing today, and your tools have years of them.

What we license

The systems you use every day are the source

Most records kept in business software can be included in a scope. The choice of systems is yours.

  • Inbox history

    Threads between your team, your customers and your vendors over many years.

  • Docs and folders

    Shared folders full of proposals, specs, procedures and reports.

  • Internal messaging

    Where questions come up and get answered across the team.

  • Sales and CRM

    Account history, notes on deals and follow up records.

  • Support tickets

    The full path from a request coming in to it being solved.

  • Project boards

    Task lists, schedules and work passed between team members.

  • Accounting and ERP

    The records behind ordering, billing and buying.

  • Engineering work

    Repositories, reviews and the issues behind them.

More on qualifying data

Business types

Businesses that run on records

These are the business types in our questions. Choose the nearest match. It does not affect your range.

  • Accounting

    Engagement files, close checklists and client requests, scoped with you and your counsel. Client data stays out.

  • Law

    How matters move, plus templates and notes, scoped together with your counsel. No client data is included.

  • Healthcare

    Scheduling, billing and admin workflow, scoped with you and your counsel. Patient data stays out.

  • Manufacturing

    Quality records, work orders and supplier threads.

  • Freight and 3PL

    Exception handling, load tenders and dispatch notes.

  • Distribution

    Purchasing records, inventory notes and customer email.

  • Construction

    Bids, RFIs, change orders and job site updates.

  • Insurance

    Claim workflow, policy servicing and underwriting notes.

  • Finance

    Operational records like onboarding and approval workflow.

  • Professional services

    Project plans, proposals and finished deliverables.

  • Software or tech

    Release notes, tickets, reviews and technical specs.

  • HVAC

    Dispatch logs, service quotes and maintenance records.

  • Home services

    Scheduling, quoting and the follow ups after each job.

  • Not on the list?

    Select Other in the questions. Check my range

Industry notes

Process

Three steps after your estimate

Submit your answers and someone from License Your Data will ring you within minutes to arrange a 15-minute call.

  1. 01

    A short 15-minute talk

    A specialist from License Your Data talks through your tools, your history and what should stay out.

  2. 02

    A copy with identities removed

    Every name and identifier is swapped for a placeholder. You approve a sample before anything goes out.

  3. 03

    Buyers take a license

    The approved copy is licensed through License Your Data. Your originals never leave your systems.

Privacy and control

What you keep control of

  • No sensitive data goes out as is. It is left out or de-identified first.
  • Nothing is shared until you agree. You approve every system and every date range.
  • You still own your records. Only an agreed copy is licensed. The originals stay put.
  • No commitment. You can walk away after the estimate, the call or the scoping.
How your data is protected

Estimate preview

Starting points by team size

Your headcount picks the starting band. Time in business shifts it lower or higher. Industry has no effect on it.

See my range
Team sizeStarting band
20 to 49 employees$100K to $500K
50 to 99 employees$250K to $900K
100 to 249 employees$500K to $2M
250 or more employees$1M to $4M

Indicative estimate based on your answers. Not an offer or guarantee.

What a good fit looks like

Quick answers

Straight answers

What happens to personal or sensitive information?

Sensitive information gets excluded or de-identified first. You see and review the scope beforehand.

Who gets in touch once I submit?

Someone from License Your Data, our licensing partner, who specializes in data. A qualified request usually hears back in a few minutes.

Does the estimate count as an offer?

It is not. The figure is indicative and based on what you told us. Any final terms are set in the licensing review.

What if my team is under 20 people?

You can still answer the questions. The usual fit is 20 or more staff and 3 or more years in business.

Does this work for a law, accounting or medical practice?

Scope is set with you and your own counsel. Client and patient data stays out.

Do I need to hand over every system?

No. You decide the systems and the time periods. What you exclude is never included.

Will I give up my records?

No. The records remain yours and your work carries on as usual. What gets licensed is an agreed copy, used in agreed ways.

Is there a fee for an estimate?

No. Requesting an estimate is free and creates no obligation.

See all questions

Three answers. One indicative range.

Free and without obligation. You sign off on scope before anything is shared.

Get my estimate