The outcome

Process long business material without leaking restricted content or presenting unsupported extraction and synthesis as verified fact.

Step by step

A workflow you can repeat.

  1. 01

    Define document owners, allowed users, purpose, personal and sensitive data policy, source rights, retention, fields or questions, citation granularity, abstention, and human approval requirements.

  2. 02

    Copy only approved material into a temporary processing boundary, remove secrets and irrelevant metadata, assign stable page or section IDs, and reject encrypted, malformed, oversized, or unsupported inputs.

  3. 03

    Use an exact Jamba configuration with a structured schema, source-ID requirement, bounded output, and explicit instruction to distinguish quoted evidence, inference, missing information, and conflicts.

  4. 04

    Test complete, sparse, duplicated, contradictory, multilingual, table-heavy, adversarial and permission-boundary documents; compare every extracted value and citation with the source.

  5. 05

    Require reviewer approval before external use, log source version and configuration without raw content, support correction and deletion, and remove temporary inputs and outputs on the documented schedule.

Working standard

What good use looks like.

  • Preserve page-level provenance.
  • Validate every structured field.
  • Do not use the API as an archive.

Official references

Check the current product documentation.