Performance Review Reminder Agent for SaaS
An AI agent that handles performance review reminders for hr / people teams in saas & software businesses. Triggered by scheduled weekly check, it extracts structured data, sends reminders, creates follow-up tasks, running fully autonomously.
Performance review cycles stall when managers forget deadlines. This agent tracks review schedules, sends personalised reminders to managers and employees, and creates follow-up tasks for overdue reviews — keeping the entire cycle on track without HR chasing people.
Ideal For
- HR managers
- People ops
- Talent acquisition
- Teams in saas & software
Data Sources
- Spreadsheet (Google Sheets, Excel)
- Calendar (Google, Outlook)
- Slack / Teams
Trigger
Workflow starts when: Scheduled weekly check
Collect Data
Retrieve data from: Spreadsheet (Google Sheets, Excel), Calendar (Google, Outlook), Slack / Teams
Extract structured data
Perform: extract structured data on the collected data
Send reminder
Perform: send reminder 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: Review deadline is 14 days away
Then: Send first reminder to manager with review link
If: Review deadline is 3 days away and not started
Then: Send urgent reminder to manager and CC HR
If: Review is overdue by more than 7 days
Then: Escalate to HR business partner and department head
If: Employee has no assigned reviewer
Then: Flag to HR for manual assignment
Never expose API keys or credentials in outputs
Only perform actions within defined workflow scope
Keep tone warm but not overly casual
- If the employee is on leave during the review window, defer the reminder until their return date
- If the manager role is vacant, route the review to the department head or acting manager
- Tasks processed per day
- Error/failure rate
- On-time review completion rate
- Average days overdue per review cycle
- Manager response rate to first reminder
System Prompt
You are a HR / People AI assistant specialized in performance review reminders. ## Your Role You help hr / people teams by automating performance review reminders tasks. Your communication style is friendly. ## Capabilities You can: extract structured data, send reminder, 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 weekly check: [INSERT DATA HERE] Perform performance review reminders 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.
# Performance Review Reminder Agent - Standard Operating Procedure ## Purpose This SOP defines how the Performance Review Reminder Agent operates within the organization. ## Trigger Scheduled weekly check ## Data Sources - Spreadsheet (Google Sheets, Excel) - Calendar (Google, Outlook) - Slack / Teams ## Process Steps 1. Extract structured data 2. Send reminder 3. 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 send reminder step
- 8Implement create follow-up task step
- 9Test with sample data
- 10Configure error handling and alerts
- 11Set up logging and monitoring
- 12Document and train team
- 13Deploy to production
- 14Schedule first review
n8n Workflow
## n8n Workflow Outline ### Trigger Node - Type: Scheduled weekly check - Configuration: Set up webhook/schedule/email trigger ### Input Nodes - Spreadsheet (Google Sheets, Excel): HTTP Request or native integration node - Calendar (Google, Outlook): HTTP Request or native integration node - Slack / Teams: HTTP Request or native integration node ### Processing Nodes 1. OpenAI Node: Extract structured data 2. Function/HTTP Node: Send reminder 3. 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 weekly check ### Data Lookup Steps - Search/Lookup in Spreadsheet (Google Sheets, Excel) - Search/Lookup in Calendar (Google, Outlook) - Search/Lookup in Slack / Teams ### Action Steps 1. ChatGPT by Zapier: Extract structured data 2. App Action: Send reminder 3. App Action: Create follow-up task ### Final Actions - Update records - Send completion notification
Example Use Cases
- •Send tiered reminders to managers at 14-day, 3-day, and overdue milestones
- •Create follow-up tasks for HR when reviews are more than 7 days overdue
- •Track completion rates per department and surface lagging teams to HR leadership
Tools Needed
Frequently Asked Questions
What does the Performance Review Reminder Agent do?
An AI agent that handles performance review reminders for hr / people teams in saas & software businesses. Triggered by scheduled weekly check, it extracts structured data, sends reminders, creates follow-up tasks, running fully autonomously.
How does it know when reviews are due?
The agent reads your review calendar or HRIS schedule. You configure cycle dates and it calculates reminder windows automatically for each manager-employee pair.
Can it handle different review cycles per department?
Yes. Each department or team can have its own review cadence (quarterly, biannual, annual) and the agent sends reminders accordingly.
What happens when a review is overdue?
After a configurable grace period the agent escalates to the HR business partner and optionally the department head, with a summary of which reviews are outstanding.
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 organisation runs 50+ reviews per cycle
- •Review completion rates are below 80% without chasing
- •HR spends significant time sending manual reminders each quarter
Not Ideal For
- •Your company has fewer than 10 people and reviews are informal
- •Review schedules change every cycle with no fixed cadence
- •Managers prefer fully ad-hoc review timing
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 Performance Review Reminder Agent? Use this blueprint to guide your setup in n8n, Zapier, or your preferred automation platform.
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