AI Usage

AI Document and Report Automation Terms

Learn the intake, extraction, summarization, template, structured-output, review, citation, versioning, and batch terms used in document automation.

12 matching terms

Generation

Document template

Meaning

A reusable document structure with fixed sections and variable content areas.

When to use it

Use it to keep reports, proposals, contracts, and notices consistent.

Practical example

Template sections: summary, findings, risks, recommendations.

Generation

Placeholder

Meaning

A named marker in a template that is replaced with a value during generation.

When to use it

Use typed placeholders and validate required values before document creation.

Practical example

{{customer_name}}, {{reporting_period}}, {{total_amount}}

Document intake

Information extraction

Meaning

Turning unstructured document content into named fields and values.

When to use it

Use it for invoices, forms, applications, contracts, and receipts.

Practical example

Extract invoice_number, supplier, due_date, and total.

Document intake

Optical character recognition (OCR)

Meaning

Technology that converts text visible in images or scanned pages into machine-readable text.

When to use it

Use it before extraction when a document has no reliable text layer.

Practical example

OCR the scanned receipt, then extract merchant and amount.

Analysis

Document summarization

Meaning

Reducing a document to its main claims, decisions, or findings while preserving essential meaning.

When to use it

Specify audience, length, focus, and whether citations are required.

Practical example

Summarize this policy for managers in five bullets with section citations.

Analysis

Document classification

Meaning

Assigning a document to one or more predefined types or categories.

When to use it

Use it to route documents and select the correct extraction or review process.

Practical example

Classify as invoice, purchase order, contract, or other.

Generation

Structured output

Meaning

A generated result constrained to defined fields and value types.

When to use it

Use it when document data must feed another system or template reliably.

Practical example

Return JSON with title, summary, risks[], and source_pages[].

Generation

Mail merge

Meaning

Generating many personalized documents from one template and a table of recipient data.

When to use it

Use it for approved notices, certificates, invitations, and statements.

Practical example

Create one notice per row using name, account, and due_date.

Review and governance

Document version control

Meaning

Tracking revisions, authors, dates, and approval status of a document.

When to use it

Use it whenever generated content can be revised or published.

Practical example

Save draft v3 with prompt version, reviewer, and change summary.

Review and governance

Review workflow

Meaning

A defined sequence for checking, correcting, approving, and releasing a document.

When to use it

Assign reviewers by document type, risk, and subject matter.

Practical example

AI draft -> legal review -> owner approval -> PDF export.

Review and governance

Source citation

Meaning

A reference linking a generated statement to the supporting document location.

When to use it

Require it for policies, research, compliance, and factual reports.

Practical example

Add [Policy 4.2, page 18] after the supported claim.

Operations

Batch processing

Meaning

Processing a set of documents together rather than one at a time interactively.

When to use it

Use queues, limits, progress tracking, and per-document failure records.

Practical example

Process 500 invoices overnight and create an exception report.