Four kinds of operating record.
Suppliers are not named publicly. Each corpus is described by what it contains, how far back it runs and what has been excluded, which is what a licence is negotiated against.
The four categories
Education operations
How a school or an education platform actually runs: the mail and chat between staff, the documents they revise, the tickets they close, the ledgers they keep. Business systems only. Never student records, never minors, never platform content.
- Systems
- Mail, chat, CRM, application database, accounting, document store.
- History
- Useful from about three years back. Strongest across the past five.
- Formats
- DOCX PPTX PDF XLSX structured exports
- Excluded
- Student and end-user data. Staff channels and private messages.
- Method
- Direct identifiers suppressed at source, free text scanned, then two-person review.
Hospitality and point of sale
The operating record of a venue that trades every day: supplier invoices and order confirmations, point-of-sale bills and sales mix, cash-out detail, back-office correspondence.
- Systems
- Point of sale, supplier mail, accounting.
- History
- Useful from two years back. A full trading cycle matters more than length.
- Formats
- PDF CSV structured exports
- Excluded
- Payroll and shift records, payment data, buyer identity, other locations.
- Method
- Buyer identity columns dropped, staff tokenised, payment fields never exported.
Trade and cross-border finance
Proforma invoices, shipping and customs correspondence, and the document trail of moving goods and money between jurisdictions. English language.
Clinical and laboratory administration
The administrative record around clinical work rather than the clinical content itself: reporting workflow, scheduling, correspondence and document handling.
A category appearing here is not an offer of a specific corpus. Every licence is negotiated against a manifest for one named source, and we do not deliver a corpus whose written rights record is incomplete, whatever the commercial pressure. What we hold at any moment, and for whom, is confidential to the companies involved.
Not seeing your industry.
Tell us the segments and systems you need. Sourcing a new corpus to a signed manifest typically runs weeks, not quarters, and we will tell you honestly if we cannot get there.