Extract and summarize documents with source references.

A document workflow can pull requested fields from files, compare versions, or prepare a summary for a particular question. References let a reviewer check the source before the output is used.

The source stack stays within its boundary while a selected copy follows an approved route.Sources and copies

Read approved documents, preserve the sources, and prepare a referenced draft.

Illustrative workflow using synthetic data

Example: a document intake brief

Input and permitted action

Read an approved document set. Extract agreed fields, classify the document, and prepare a summary without altering the source.

Human review and output

A reviewer checks key values and source references, resolves missing information, and approves a structured brief or review table.

Retained record

Keep the source identifier, extracted draft, relevant model route, reviewer corrections, and approved version according to the record plan.

Other document tasks to assess

Keep extraction separate from consequential interpretation. An extracted date or amount still needs the level of checking your process requires.

  • Summarize long documents around a specific review question.
  • Extract dates, amounts, requirements, and requested fields.
  • Compare versions and point to changed passages.
  • Classify intake material and flag absent or unreadable pages.

Include scans, missing pages, and conflicting values

Include scans, tables, mixed layouts, duplicate versions, conflicting values, and incomplete files. Measure field accuracy and missed information alongside the effort to verify each result. A pilot should reveal where manual handling remains the better choice.

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Tell us what it involves and which systems it uses.

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