Wellbeing Measurement Module

The Wellbeing module provides AI-powered employee wellness surveys with sentiment analysis, crisis detection, and anonymous response pathways.

Key Features

AI Sentiment Analysis

Automatic mood and sentiment detection from responses

Crisis Prevention

Real-time keyword detection with immediate intervention

Anonymous Pathways

Encrypted responses for sensitive topics

Smart Scheduling

Intelligent timing to avoid survey fatigue

Survey Frequency

Survey Fatigue Prevention: Maximum 12 surveys per employee per year with intelligent timing to avoid over-surveying.

Sentiment Analysis

Responses are analyzed using AI to detect:

Risk Levels

Crisis Detection

Safety-Critical Feature: Crisis keywords trigger immediate intervention regardless of user notification preferences.

Crisis Keywords (Examples)

Monitored phrases that trigger immediate action:
  • “I can’t go on”
  • “No point anymore”
  • “Ending it”
  • “Self-harm”
  • “Suicidal thoughts”

Intervention Flow

1

Detection

AI identifies crisis keywords in survey response
2

Alert

Immediate notification to designated crisis responders
3

Resources

User receives mental health resources email
4

Follow-up

Trained responder reaches out within 4 hours

Anonymous Mode

For sensitive topics, anonymous mode provides:
  • Encrypted responses: Only aggregate data visible
  • No user linking: Individual responses cannot be traced
  • Threshold reporting: Results only shown with 5+ responses
  • GDPR compliant: Right to erasure supported

API Usage

Email Notifications

Dashboard Insights

Aggregate wellbeing data is visualized:
  • Trend Charts: Track sentiment over time
  • Topic Clouds: Common themes from open responses
  • Department Comparison: (Anonymous, threshold-protected)
  • Intervention Tracking: Crisis response effectiveness

Compliance Mapping