Record Yield
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Guides10 August 2026 · 2 min read

The business records AI buyers want most, ranked

Not all records are equal: a resolved support ticket teaches an AI more about real work than a year of invoices.

Support tickets1.2×Code with reviews1.2×Email1.0×Team chat1.0×CRM with outcomes1.0×Call transcripts1.0×Documents and SOPs0.8×Project boards0.8×Finance records0.6×
Relative value weight by systemRecord Yield valuation model weights (used by our estimator)

Why support and code lead

  • They pair a problem with a solution, which is ideal training signal.
  • They're structured, so they de-identify more reliably.
  • Buyers building agents for service desks and coding want exactly this.

Breadth beats depth

Two different kinds of record add more than two tools of the same kind. Work that can be followed from a chat to a ticket to a document is worth most.

Key takeaways
  • Problem-plus-solution records lead.
  • Different kinds of record compound value.
  • Check yours with the quick estimate.

What could your company's records earn?

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