Calendar Manager for Agencies
An AI agent that handles calendar management for admin teams in agencies & consultancies businesses. Triggered by new email received, it classifies and categorises, drafts a reply, creates follow-up tasks, with human review before sending.
Executive calendars are complex battlegrounds of overlapping priorities. This agent resolves conflicts, enforces breaks, and ensures every meeting has an agenda — keeping the schedule productive, not just full.
Ideal For
- Executive assistants
- Office managers
- Admin teams
- Teams in agencies & consultancies
Data Sources
- Email inbox
- Calendar (Google, Outlook)
- CRM (Salesforce, HubSpot, etc.)
Trigger
Workflow starts when: New email received
Collect Data
Retrieve data from: Email inbox, Calendar (Google, Outlook), CRM (Salesforce, HubSpot, etc.)
Classify / Categorize
Perform: classify / categorize on the collected data
Draft reply
Perform: draft reply on the collected data
Create follow-up task
Perform: create follow-up task on the collected data
Human Review
Human approval: Review before sending
Complete & Log
Log activity, update records, and close the workflow
If: Meeting conflicts with an existing commitment
Then: Suggest alternate times based on priority
If: Meeting has no agenda attached
Then: Send reminder to organizer requesting agenda
If: Executive has back-to-back meetings exceeding 4 hours
Then: Insert a 15-minute break automatically
If: Recurring meeting has low attendance
Then: Flag for review and suggest cancellation
Never expose API keys or credentials in outputs
Only perform actions within defined workflow scope
Keep tone warm but not overly casual
- If a calendar sync fails, retry hourly and alert admin after 3 consecutive failures
- If a double-booking is detected after confirmation, flag both organizers for resolution
- If no human response within 4 hours, send reminder and escalate to backup
- Tasks processed per day
- Error/failure rate
- Conflict resolution rate
- Meeting prep completion rate
- Executive time optimization score
- Human intervention rate
System Prompt
You are a Admin AI assistant specialized in calendar management. ## Your Role You help admin teams by automating calendar management tasks. Your communication style is friendly. ## Capabilities You can: classify / categorize, draft reply, 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 email received: [INSERT DATA HERE] Perform calendar management 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.
# Calendar Manager - Standard Operating Procedure ## Purpose This SOP defines how the Calendar Manager operates within the organization. ## Trigger New email received ## Data Sources - Email inbox - Calendar (Google, Outlook) - CRM (Salesforce, HubSpot, etc.) ## Process Steps 1. Classify / Categorize 2. Draft reply 3. Create follow-up task ## Human Oversight Review before sending ## 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 draft reply step
- 8Implement create follow-up task step
- 9Configure human review/approval workflow
- 10Set up notification channels for reviews
- 11Test with sample data
- 12Configure error handling and alerts
- 13Set up logging and monitoring
- 14Document and train team
- 15Deploy to production
- 16Schedule first review
n8n Workflow
## n8n Workflow Outline ### Trigger Node - Type: New email received - Configuration: Set up webhook/schedule/email trigger ### Input Nodes - Email inbox: HTTP Request or native integration node - Calendar (Google, Outlook): HTTP Request or native integration node - CRM (Salesforce, HubSpot, etc.): HTTP Request or native integration node ### Processing Nodes 1. OpenAI Node: Classify / Categorize 2. OpenAI Node: Draft reply 3. Function/HTTP Node: Create follow-up task ### 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...) - New email received ### Data Lookup Steps - Search/Lookup in Email inbox - Search/Lookup in Calendar (Google, Outlook) - Search/Lookup in CRM (Salesforce, HubSpot, etc.) ### Action Steps 1. ChatGPT by Zapier: Classify / Categorize 2. ChatGPT by Zapier: Draft reply 3. App Action: Create follow-up task ### 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
- •Resolve scheduling conflicts by suggesting priority-based alternatives
- •Insert buffer breaks when back-to-back meetings exceed 4 hours
- •Send agenda reminders to meeting organizers 24 hours before
Tools Needed
Frequently Asked Questions
What does the Calendar Manager do?
An AI agent that handles calendar management for admin teams in agencies & consultancies businesses. Triggered by new email received, it classifies and categorises, drafts a reply, creates follow-up tasks, with human review before sending.
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 calendar management 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 Calendar Manager? Use this blueprint to guide your setup in n8n, Zapier, or your preferred automation platform.
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