ComplianceOwn IntelligenceHigh complexity

Auditable Document Generation

Regulated outputs such as risk reports, suitability letters and audit findings need wording that can be reproduced and defended, which a free-writing model cannot guarantee.

How we approach it

Keep the language model out of the final wording. Rules and scoring decide the findings, and a reviewed library of approved phrases turns them into text, so the same inputs always produce the same document. Every sentence traces back to its input and the rule that produced it, and legal review happens once, on the library.

Business value

Reports you can reproduce word for word

Technology stack

  • Rules engine
  • versioned phrase library
  • deterministic templating
  • Typst
  • audit trail

Related service

Governance & Compliance

Related use cases