Document workflows
Document workflows
Run governed workflows across intake, review, extraction, artifact drafting, and approval.
Gaia supports document-heavy operations where teams need shared evidence workspaces, editable artifacts, graph-based routing, and clear human control from intake to sign-off.
Application fit
Case-centric document processing with human and agent collaboration
Document processes are often fragmented across intake systems, rules spreadsheets, manual review queues, disconnected drafting tools, and brittle linear automations.
Typical industries
Legal operations
Procurement
Finance and accounting
Marketing and sales operations
Goals
- Standardize document handling from intake to final sign-off.
- Apply explicit business rules for completeness checks, extraction, and drafting.
- Keep agents and human reviewers working in the same governed flow.
Core functionality
Capabilities that Gaia can combine for this application pattern.
Case start and work packet creation with linked documents, document folders, and knowledge sources.
Classification of document completeness and missing-item detection based on rules.
Structured data extraction and validation against policies, reference data, and knowledge bases.
Artifact creation for drafts, summaries, checklists, and spreadsheet workbooks that stay editable during review.
Graph-based workflow orchestration with branching, loops, tools, and human approval gates.
Package-backed controls, runtime policies, and explainability review tied directly to case evidence and approval checkpoints.
Draft generation, collaborative review, and final human approval workflows.
Support for anonymization where document handling requires it.
Workflow
A typical operating flow
Step 01
Start a case and capture source material in a shared evidence workspace.
Step 02
Retrieve relevant documents and knowledge.
Step 03
Classify documents and identify missing items.
Step 04
Extract and validate data against rules and knowledge sources.
Step 05
Generate editable artifacts such as drafts, checklists, or spreadsheets.
Step 06
Route the case through graph-based review and exception branches.
Step 07
Run agent and human review.
Step 08
Capture human sign-off for the final result.
Benefits
- Reduced manual effort across high-volume document handling.
- Better consistency in rule application, drafting, and approvals.
- Reusable outputs and clearer evidence across every review step.
- End-to-end traceability for evidence, review decisions, and final outputs.
Deployment model
Each application can launch quickly or expand into a tailored operating model.
- Configured workflow templates for common case types.
- Full tailoring for department-specific rules, integrations, graph-based routing, and approval chains.
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