Industries/Financial services

Years of applications, servicing and client work, licensed safely.

AI labs license de-identified operating records from established lenders, mortgage companies, wealth managers and advisory firms. Nonpublic personal information is removed before delivery.

  • Free evaluation, about 3 minutes
  • De-identified before delivery
  • You approve every system and date
  • No fee to you
A commercial loan, as the file shows it
  1. ApplicationBorrower package received, gaps flagged
  2. UnderwritingCash flow analysis, two conditions set
  3. ApprovalCredit committee approves with covenant
  4. ClosingDocuments drafted, conditions cleared
  5. ServicingCovenant test, renewal and payment history

Teaches a model how credit and client decisions are made and documented.Illustrative example

Indicative range, typical company$340K – $680K

30 office staff, 6 years

Usual size to qualify10+ staff

Plus 3 or more years of records in your own systems.

Lower size bar

Some buyers accept finance firms from 10 staff.

Ranges are indicative, not offers, and come from the same model as our estimator. Published figures are as reported by each source; no affiliation implied.

What AI labs license

The financial services records buyers ask for

One well-documented system can qualify. You choose what's included, and anything can be left out.

Application and underwriting workflows

How applications are reviewed, conditioned and decided.

EEncompassnnCinoSalesforce

Servicing and collections

Payment issues, modifications, renewals and recoveries.

Servicing platformsCall recordings

Client communications

How advisors and loan officers explain options and handle questions.

OutlookRRedtailHubSpot

Compliance procedures

Policies, reviews and audit preparation.

SharePointGoogle Drive

Operations and reporting

Pipelines, reconciliations and management reporting.

ExcelQuickBooksNSNetSuite
How your data moves

From your systems to a licensed copy

Your originals stay in your systems, untouched.

Your systems

EEncompassnnCinoServicing platformsCall recordings

You approve the scope

Systems, date ranges, clients and lines, in writing.

De-identified

People, companies, addresses and account numbers replaced or removed.

Licensed copy

Used for AI training. The license prohibits publishing or resale.

De-identification

How we handle nonpublic personal information

Names, Social Security numbers, account and loan numbers, income, credit and contact details are removed or replaced before delivery. Regulator and examiner correspondence stays out of scope by default.

Removed before delivery

  • People's names, replaced with placeholders
  • Customer, client and company names
  • Addresses, phone numbers and emails
  • Account, policy and card numbers
  • Social Security numbers, dates of birth, health details
  • Passwords, gate and alarm codes

What buyers keep

  • The request or problem
  • The diagnosis, decision or outcome
  • Prices, quantities and timelines
  • How the work moved between people and systems

Your originals never leave your systems. Only the agreed copy is processed.

Who qualifies

What you need

Not sure how much data you have? Nobody expects you to. Volume is measured during the evaluation.

15+

Full-time employees

Office and field staff together. Specialist firms can qualify smaller.

3+ years of recordsMore history means a higher valuation. Archived systems count.
Records your company ownsEmail, files, CRM and operating systems in your own accounts.
Cloud or exportable systemsMicrosoft 365, Google Workspace, field service and agency systems.
US and international teamsUS companies first. Canada, the UK, the EU and Australia case by case.
FAQ

Questions owners ask

Still unsure? The evaluation is free and commits you to nothing.

Request an evaluation
We're regulated. Can we take part?

That's for your counsel and compliance team, and we don't give legal advice. The process removes nonpublic personal information before delivery, and any system, product line or period can be excluded.

Do loan files have value if borrower details are removed?

Yes. Buyers want the reasoning: what was asked, what was found and why a decision was made. That survives de-identification.

Do RIAs and wealth managers qualify?

Often, especially with long client-service and planning histories. Client identities and account details are removed.

Can we exclude a product line?

Yes. Scope is set by system, product, client segment and date range, in writing.

Does the evaluation commit us to anything?

No. It's free and creates no obligation. If you qualify, the final offer comes in writing after a review of your systems. Nothing leaves your systems until you sign.