Document Intake Agent for Legal
An AI agent that handles document intake for operations teams in legal services businesses. Triggered by document upload, it classifies and categorises, extracts structured data, routes tasks to the right person, with human review on exceptions.
Every document that enters your organization needs to be classified, validated, and routed. This agent handles that intake process automatically, rejecting malformed uploads and sending valid documents to the right workflow.
Ideal For
- Operations managers
- COOs
- Process owners
- Teams in legal services
Data Sources
- Email inbox
- Shared drive (Google Drive, OneDrive)
Trigger
Workflow starts when: Document upload
Collect Data
Retrieve data from: Email inbox, Shared drive (Google Drive, OneDrive)
Classify / Categorize
Perform: classify / categorize on the collected data
Extract structured data
Perform: extract structured data on the collected data
Route task to person
Perform: route task to person on the collected data
Log activity
Perform: log activity on the collected data
Human Review
Human approval: Review exceptions only
Complete & Log
Log activity, update records, and close the workflow
If: Document type is recognized (invoice, contract, etc.)
Then: Extract fields and route to correct workflow
If: Document is unreadable or corrupted
Then: Reject with explanation and request re-upload
If: Document contains sensitive information
Then: Apply restricted access and notify compliance
If: Document is a duplicate of one already filed
Then: Flag and confirm with sender before discarding
If: Action involves financial data or PII
Then: Require manager approval before proceeding
Never expose API keys or credentials in outputs
Only perform actions within defined workflow scope
Maintain formal, business-appropriate language
Log all actions for audit trail
Mask PII in logs and outputs
Require explicit approval for irreversible actions
- If data source is unavailable, retry 3 times then alert admin
- If AI response confidence is below 70%, flag for human review
- If no human response within 4 hours, send reminder and escalate to backup
- If error occurs with sensitive data, halt workflow and alert security team
- Log all exceptions with full audit trail for compliance
- Tasks processed per day
- Error/failure rate
- Document processing time
- Classification accuracy
- Rejection/resubmission rate
- Human intervention rate
System Prompt
You are a Operations AI assistant specialized in document intake. ## Your Role You help operations teams by automating document intake tasks. Your communication style is professional. ## Capabilities You can: classify / categorize, extract structured data, route task to person, log activity. ## Guidelines - Always be accurate and verify data before acting - Flag uncertain cases for human review - Maintain professional tone - Never make promises or commitments on behalf of the organization - Respect data privacy and confidentiality - Log all significant actions for audit purposes ## Constraints - Only access data sources explicitly provided - Do not perform actions outside your defined scope - Escalate edge cases rather than guessing - Require approval for all external communications - Apply strict data handling protocols
Starter User Prompt
Process this document upload: [INSERT DATA HERE] Perform document intake according to your guidelines. Provide: 1. Classification/analysis 2. Recommended action 3. Draft output (if applicable) 4. Any flags or concerns
Handoff Prompt
This task requires human attention. Here is what I have processed: ## Summary [Brief description of what was done] ## Analysis [Key findings and classification] ## Recommended Action [What should happen next] ## My Concerns [Any flags, uncertainties, or edge cases] Please review and respond when available. Please review and advise how to proceed.
# Document Intake Agent - Standard Operating Procedure ## Purpose This SOP defines how the Document Intake Agent operates within the organization. ## Trigger Document upload ## Data Sources - Email inbox - Shared drive (Google Drive, OneDrive) ## Process Steps 1. Classify / Categorize 2. Extract structured data 3. Route task to person 4. Log activity ## Human Oversight Review exceptions only ## Escalation Path 1. Agent flags issue 2. Notification sent to assigned reviewer 3. If no response in 4 hours, escalate to backup 4. Log all escalations ## Review Schedule Monthly review of agent performance and rules
- 1Define access credentials for all data sources
- 2Set up automation platform (n8n/Zapier)
- 3Configure AI API access (OpenAI/Claude)
- 4Create trigger workflow
- 5Connect input data sources
- 6Implement classify / categorize step
- 7Implement extract structured data step
- 8Implement route task to person step
- 9Implement log activity step
- 10Configure human review/approval workflow
- 11Set up notification channels for reviews
- 12Test with sample data
- 13Configure error handling and alerts
- 14Set up logging and monitoring
- 15Document and train team
- 16Deploy to production
- 17Schedule first review
n8n Workflow
## n8n Workflow Outline ### Trigger Node - Type: Document upload - Configuration: Set up webhook/schedule/email trigger ### Input Nodes - Email inbox: HTTP Request or native integration node - Shared drive (Google Drive, OneDrive): HTTP Request or native integration node ### Processing Nodes 1. OpenAI Node: Classify / Categorize 2. OpenAI Node: Extract structured data 3. Function/HTTP Node: Route task to person 4. Function/HTTP Node: Log activity ### Approval Node - Wait Node with Slack/Email notification - Resume on approval webhook ### Output Nodes - Update destination systems - Send notifications - Log activity
Zapier Zap
## Zapier Workflow Outline ### Trigger (Zap starts when...) - Document upload ### Data Lookup Steps - Search/Lookup in Email inbox - Search/Lookup in Shared drive (Google Drive, OneDrive) ### Action Steps 1. ChatGPT by Zapier: Classify / Categorize 2. ChatGPT by Zapier: Extract structured data 3. App Action: Route task to person 4. App Action: Log activity ### Approval Path - Use Paths or Delay Until to pause for approval - Send notification via Slack/Email ### Final Actions - Update records - Send completion notification
Example Use Cases
- •Classify uploaded documents by type and extract key fields for indexing
- •Route contracts, invoices, and reports to the correct department workflow
- •Reject malformed or duplicate uploads with a clear explanation to the submitter
Tools Needed
Frequently Asked Questions
What does the Document Intake Agent do?
An AI agent that handles document intake for operations teams in legal services businesses. Triggered by document upload, it classifies and categorises, extracts structured data, routes tasks to the right person, with human review on exceptions.
What tools do I need to implement this?
You'll need n8n or Zapier (workflow automation), OpenAI API or Claude API (AI processing), Gmail, Outlook. Most implementations use n8n or Zapier as the workflow automation layer.
How long does implementation take?
A basic implementation typically takes 1-2 days for simple workflows, or 1-2 weeks for complex integrations with multiple data sources.
How do I handle errors and edge cases?
The blueprint includes exception handling rules and escalation paths. Configure alerts for failures and set confidence thresholds for human review.
What level of technical skill is needed?
Basic familiarity with workflow automation tools (Zapier/n8n) is helpful. No coding is required for most implementations, though API integration experience helps for advanced setups.
Best For
- •You have frequent document intake tasks
- •The process follows clear, repeatable rules
- •Current manual handling creates delays or errors
- •Team capacity is stretched on routine work
Not Ideal For
- •Tasks require complex judgment or creativity
- •Volume is too low to justify setup time
- •Rules change frequently and unpredictably
- •Data quality is poor or inconsistent
Review Before Launch
- All integrations tested with real credentials
- Error handling and retry logic configured
- Notification channels set up for alerts
- Team trained on reviewing exceptions
- KPI dashboard configured
- Rollback plan documented
Ready to implement your Document Intake Agent? Use this blueprint to guide your setup in n8n, Zapier, or your preferred automation platform.
Related Agent Blueprints
SOP Builder Agent for Consulting
Generate standard operating procedures from meeting notes and docs.
Same FunctionMeeting Action Item Extractor for Agencies
Extract action items from meeting transcripts and create tasks.
Same FunctionProcess Audit Agent for Manufacturing
Monitor process compliance and flag deviations for review.
Same FunctionReceipt Categorizer for Accounting Firms
AI-powered expense categorization with GL code assignment.
Same TriggerCRM Note Updater for Consulting
Extract meeting notes and update CRM records automatically.
Same TriggerProject Status Reporter for Consulting
Generate weekly project status reports from task management data.
Simpler Alternative