Sepia Debenture Data Licensing Get my estimateEstimate

Data licensing for established businesses

Your business records are worth something. Check yours.

To train and test their models, AI labs license real records from working businesses. Answer three quick questions and get an indicative range for your company.

  • Free estimate
  • No commitment
  • Takes a minute
  • You decide what is in
Indicative range4 short steps

What we license

It starts with software you already run

If your team works in business software, the history is already there. These are the systems we look at first.

  • EMAIL

    Mailboxes

    Email exchanges that show how your people, suppliers and customers settle decisions.

  • DOCS

    Documents and drives

    Reports, templates, proposals and procedures stored on shared drives.

  • CHAT

    Messaging

    Slack or Teams channels where everyday issues come up and get resolved.

  • CRM

    Customer CRM

    Deal stages, account notes and every follow up your team writes down.

  • TICKETS

    Support tickets

    What customers asked, how you replied and how it was resolved.

  • PROJECTS

    Work trackers

    Tasks, timelines, comments and the handoffs between people.

  • ERP

    ERP and finance

    Orders, inventory, invoices and sign offs, with sensitive fields handled while scoping.

  • CODE

    Code

    The repositories, issues and review threads your developers maintain.

See what we license in detail

Why now

Models learned to write from the open web. Your records can show them how work gets done.

AI labs have trained on most of the public text they can reach. Missing from that text is how businesses actually run, from pricing a quote to fixing a delayed shipment to reviewing a junior colleague's work.

That record lives inside established companies, in the systems your staff work in daily. Labs license it to build and test their models, and a firm with years of operations may hold more of it than it knows.

  • ExhaustedPublic text on the web
  • The gapHow real work gets done
  • Where it livesInside operating companies

Want to see where your business lands? It only takes a minute.

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Sectors

Every kind of operating business keeps records

A handful of industries and the history each tends to keep.

  • Accountants

    Engagement checklists, workpaper templates and the steps of review. Scope is agreed with you and your counsel, and client data stays out.

  • Law practices

    How matters move, plus templates and internal procedures. Scope is set with you and your counsel; client data stays out.

  • Medical practices

    Front office operations, scheduling and admin workflows. You and your counsel settle the scope; patient data is kept out.

  • Manufacturing

    Supplier conversations, work orders, quality checks and shop procedures.

  • Carriers and 3PLs

    Exceptions, dispatch notes, carrier messages and tickets from the warehouse.

  • Distribution

    Purchase orders, stock questions, customer service and returns.

  • Construction companies

    Daily logs, punch lists, RFIs, submittals and change orders.

  • Insurance agencies

    Claims handling, underwriting steps and notes from policy service, with policyholder data kept out.

  • Financial firms

    Operations records, internal reviews and procedures, without account or customer data.

  • Consultancies

    Client service workflows, proposals, plans and deliverable templates.

  • Technology companies

    Code, tickets, specs and the conversations behind every release.

  • HVAC contractors

    Service calls, maintenance logs, dispatch notes and install checklists.

More industries

Sample ranges

Ranges by team size

These are the starting bands the estimate uses for a company with 3 to 5 years of history. A longer track record raises the range. Industry does not change it.

Run my estimate
Indicative range by team size
Team size$0$4MRange
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.

The fit check

A quick check before you start

The companies buyers focus on today meet all four of these.

  • 20 or more employees in total, all sites counted
  • 3 or more years trading
  • Records in business software, for instance a CRM, an ERP, Slack, Microsoft 365, Google Workspace or project tools
  • Based in the US, where someone has authority over company data
Check my company

Our process

Nothing moves until you approve, in three steps

  1. 01

    One 15-minute call

    Once your estimate is in, our licensing partner License Your Data has a specialist phone you within minutes to book a 15-minute call on your systems.

  2. 02

    A de-identified version

    In the copy License Your Data prepares, placeholders take the place of names and identifiers. Originals stay in your systems, and you sign off on a sample first.

  3. 03

    Buyers license that copy

    The approved copy is what AI labs license. From the start it is under NDA, sharing waits for your approval, and it is free for you.

Read the full process

Protecting your data

What stays private

It is the way you work that gets licensed, never the people you serve.

  • Sensitive information

    Client, patient and customer personal data is excluded or de-identified before anything is shared.

  • Your sign off

    The scope needs your approval before anything leaves the company.

  • Records stay yours

    Every record stays in your hands. A license does not take them from you.

In your hands

You choose at each stage

  • The systems

    Email in and chat out, or tickets in and finance out. It is up to you.

  • Which years

    You set the years in scope. Keep out anything sensitive or too recent.

  • Pick the teams

    Leave departments like HR or legal out of scope altogether.

  • Whether to proceed

    Requesting an estimate puts you under no obligation. Before anything is signed, you can end it at any point.

Your questions

What owners usually ask

More answers on the security and FAQ page.

Is there a fee for an estimate?

Nothing. An estimate costs nothing and carries no duty to license any data.

Is my range an offer?

No. Indicative estimate based on your answers. Not an offer or guarantee. The real value depends on buyer demand and a review of your data.

Who calls me after I submit?

Our licensing partner, License Your Data, phones within minutes to schedule a 15-minute call about the systems you use.

What do AI labs want from a company like mine?

Real records of how work gets done: the emails, documents, tickets and project history your team already produces.

Does client or patient data get shared?

It is left out. You approve the scope first, and sensitive data is left out or de-identified before anything goes out.

We are a medical practice, law firm or accounting firm. Can we still take part?

Client or patient data stays out, and scope is agreed with you and your own counsel. We cannot advise you, legally, on whether licensing matches your obligations.

Will we have to hand over our records?

No. The records remain yours, and your business carries on using them.

What if we fall short of the bar?

The form tells you right away. If you do not meet the bar yet, we will contact you should a buyer fit your company.

Your company records are worth something. Learn your number.

Four questions, about a minute, and no cost to you.

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