Contract Renewal Tracker for SaaS
An AI agent that handles document intake for operations teams in saas & software businesses. Triggered by scheduled daily check, it extracts structured data, classifies and categorises, sends notifications, running fully autonomously.
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 saas & software
Data Sources
- Spreadsheet (Google Sheets, Excel)
- CRM (Salesforce, HubSpot, etc.)
- Shared drive (Google Drive, OneDrive)
Trigger
Workflow starts when: Scheduled daily check
Collect Data
Retrieve data from: Spreadsheet (Google Sheets, Excel), CRM (Salesforce, HubSpot, etc.), Shared drive (Google Drive, OneDrive)
Extract structured data
Perform: extract structured data on the collected data
Classify / Categorize
Perform: classify / categorize on the collected data
Send notification
Perform: send notification on the collected data
Create follow-up task
Perform: create follow-up task on the collected data
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
Never expose API keys or credentials in outputs
Only perform actions within defined workflow scope
Maintain formal, business-appropriate language
Flag unusual patterns for human review
Enforce rate limits on automated actions
- If data source is unavailable, retry 3 times then alert admin
- If AI response confidence is below 70%, flag for human review
- Tasks processed per day
- Error/failure rate
- Document processing time
- Classification accuracy
- Rejection/resubmission 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: extract structured data, classify / categorize, send notification, create follow-up task. ## 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
Starter User Prompt
Process this scheduled daily check: [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 Scheduled daily check ## Data Sources - Spreadsheet (Google Sheets, Excel) - CRM (Salesforce, HubSpot, etc.) - Shared drive (Google Drive, OneDrive) ## Process Steps 1. Extract structured data 2. Classify / Categorize 3. Send notification 4. Create follow-up task ## Human Oversight None – fully autonomous ## 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 extract structured data step
- 7Implement classify / categorize step
- 8Implement send notification step
- 9Implement create follow-up task step
- 10Test with sample data
- 11Configure error handling and alerts
- 12Set up logging and monitoring
- 13Document and train team
- 14Deploy to production
- 15Schedule first review
n8n Workflow
## n8n Workflow Outline ### Trigger Node - Type: Scheduled daily check - Configuration: Set up webhook/schedule/email trigger ### Input Nodes - Spreadsheet (Google Sheets, Excel): HTTP Request or native integration node - CRM (Salesforce, HubSpot, etc.): HTTP Request or native integration node - Shared drive (Google Drive, OneDrive): HTTP Request or native integration node ### Processing Nodes 1. OpenAI Node: Extract structured data 2. OpenAI Node: Classify / Categorize 3. Function/HTTP Node: Send notification 4. Function/HTTP Node: Create follow-up task ### Output Nodes - Update destination systems - Send notifications - Log activity
Zapier Zap
## Zapier Workflow Outline ### Trigger (Zap starts when...) - Scheduled daily check ### Data Lookup Steps - Search/Lookup in Spreadsheet (Google Sheets, Excel) - Search/Lookup in CRM (Salesforce, HubSpot, etc.) - Search/Lookup in Shared drive (Google Drive, OneDrive) ### Action Steps 1. ChatGPT by Zapier: Extract structured data 2. ChatGPT by Zapier: Classify / Categorize 3. App Action: Send notification 4. App Action: Create follow-up task ### 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 saas & software businesses. Triggered by scheduled daily check, it extracts structured data, classifies and categorises, sends notifications, running fully autonomously.
What tools do I need to implement this?
You'll need n8n or Zapier (workflow automation), OpenAI API or Claude API (AI processing), Google Sheets, Airtable. 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 regular 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.
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