Contract Review Agent for SaaS Vendors
An AI agent that handles contract review flagging for legal / compliance teams in saas & software businesses. Triggered by document upload, it extracts structured data, classifies and categorises, escalates to a human, with human approval on every output.
Reviewing contracts clause by clause is essential but time-consuming. This agent flags deviations from your standard template, highlights risky terms, and tracks renewal dates — letting counsel focus on negotiation, not scanning.
Ideal For
- Legal counsel
- Compliance officers
- Contract managers
- Teams in saas & software
Data Sources
- Shared drive (Google Drive, OneDrive)
- Internal knowledge base
Trigger
Workflow starts when: Document upload
Collect Data
Retrieve data from: Shared drive (Google Drive, OneDrive), Internal knowledge base
Extract structured data
Perform: extract structured data on the collected data
Classify / Categorize
Perform: classify / categorize on the collected data
Escalate to human
Perform: escalate to human on the collected data
Produce report
Perform: produce report on the collected data
Human Review
Human approval: Always approve final output
Complete & Log
Log activity, update records, and close the workflow
If: Clause deviates from standard template
Then: Flag clause with deviation summary for counsel review
If: Contract value exceeds signing authority
Then: Route to appropriate authority level
If: Renewal date is within 90 days
Then: Trigger renewal review process automatically
If: Non-standard indemnity or liability clause detected
Then: Escalate to senior legal counsel
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
Never send external communications without approval
- If a clause is ambiguous and cannot be assessed programmatically, flag for human legal review
- If the contract references governing law outside the company's jurisdiction, alert legal director
- 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
- Review turnaround time
- Clause deviation detection rate
- Risk flag accuracy
- Human intervention rate
System Prompt
You are a Legal / Compliance AI assistant specialized in contract review flagging. ## Your Role You help legal / compliance teams by automating contract review flagging tasks. Your communication style is professional. ## Capabilities You can: extract structured data, classify / categorize, escalate to human, produce report. ## 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 contract review flagging 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.
# Contract Review Agent - Standard Operating Procedure ## Purpose This SOP defines how the Contract Review Agent operates within the organization. ## Trigger Document upload ## Data Sources - Shared drive (Google Drive, OneDrive) - Internal knowledge base ## Process Steps 1. Extract structured data 2. Classify / Categorize 3. Escalate to human 4. Produce report ## Human Oversight Always approve final output ## 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 escalate to human step
- 9Implement produce report 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 - Shared drive (Google Drive, OneDrive): HTTP Request or native integration node - Internal knowledge base: HTTP Request or native integration node ### Processing Nodes 1. OpenAI Node: Extract structured data 2. OpenAI Node: Classify / Categorize 3. Function/HTTP Node: Escalate to human 4. Function/HTTP Node: Produce report ### 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 Shared drive (Google Drive, OneDrive) - Search/Lookup in Internal knowledge base ### Action Steps 1. ChatGPT by Zapier: Extract structured data 2. ChatGPT by Zapier: Classify / Categorize 3. App Action: Escalate to human 4. App Action: Produce report ### 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
- •Flag clauses that deviate from the standard template for counsel review
- •Track contract renewal dates and trigger review 90 days before expiry
- •Generate a clause-by-clause risk summary for each reviewed contract
Tools Needed
Frequently Asked Questions
What does the Contract Review Agent do?
An AI agent that handles contract review flagging for legal / compliance teams in saas & software businesses. Triggered by document upload, it extracts structured data, classifies and categorises, escalates to a human, with human approval on every output.
What types of contracts can the agent review?
It handles standard commercial contracts—service agreements, vendor contracts, NDAs, and partnership agreements. Highly specialized contracts (M&A, IP licensing) should go directly to counsel.
How does it detect risky clauses?
The agent compares each clause against your approved template and a risk dictionary. Deviations, unusual indemnity terms, and non-standard liability caps are flagged automatically.
Can it track contract renewal dates?
Yes. It extracts renewal and expiry dates during review and triggers reminders 90 days before each deadline.
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
- •Your legal team reviews 10+ contracts per month
- •Standard contracts take too long due to manual clause checking
- •Renewal dates are occasionally missed
Not Ideal For
- •Contract volume is fewer than 5 per month
- •Every contract is highly bespoke and requires full counsel involvement
- •Your organization lacks standardized contract templates
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 Contract Review Agent? Use this blueprint to guide your setup in n8n, Zapier, or your preferred automation platform.
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