Qualifying records

The everyday records that make a company dataset.

AI labs license real business records to train and test models. This is what usually qualifies, sorted by what each record shows.

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Records, grouped by what they show

You choose which of these go forward. You can exclude any one of them.

Conversations

Email

Incoming requests, quoting, supplier coordination and internal email. Email captures negotiation and follow through.

Chat

Quick messages where people request help, flag issues and settle next steps.

Working knowledge

Shared drives and documents

Procedures, checklists, proposals and templates. This is how a company writes down the way it works.

Code repositories

Commits, pull requests and review comments that show how your software was built and changed.

Customers

CRM

Account notes and pipeline history from first contact through renewal.

Help desk tickets

Each case captured one at a time: the issue, what was tried and how it was fixed.

Operations

Project tools

Tasks, owners, blockers and completions that trace how projects actually move.

ERP and finance

Purchasing, ordering and approval workflows. Account numbers and other sensitive values are left out.

How to tell your records may fit

The most useful records are rarely neat. They capture people asking, answering, fixing and making decisions. A long, steady history in one or two systems often matters more than a little bit of everything.

If your company switched tools at some point, that is normal. Mention it during the call, and scope can cover the old tool as well as the new one.

What does not need to happen first

You do not have to tidy, export or organize anything before asking for an estimate. The form asks just four questions. None of your systems are touched at that point.

How far back should records go?

The estimate asks how long you have been in business because history matters. Years in business affect your range: under 3 years lowers it, and longer histories raise it slightly. Your business type does not change the number.

Fast answers

Could we include only one team?

Yes. Scope can be a single department, one system or one period of time.

What if a system was retired years ago?

Raise it during the call. Older records can still be in scope if your company still has them.

What about paper files?

The focus is records kept in business software.

Who qualifies

Three things to check first

These are the first things buyers look for.

  • Your company employs 20 or more people.
  • You have been in business for at least 3 years.
  • Your records live in business software such as Google Workspace, Microsoft 365, Slack, a CRM, an ERP or project tools.

Find out what your records could be worth

Start by picking your headcount. Just three short questions after that.

How many employees does your company have?

Three more short questions after this. Free to do, with nothing owed.