Burnout early warning signals, built from work patterns
SignalTrue is a burnout early warning system for leaders and HR teams. It detects leading indicators of burnout and disengagement by monitoring team-level behavior drift in meetings, focus time, responsiveness pressure, and after-hours work patterns. It uses metadata only, not message content, and is built for trust.
Leading indicators of burnout you can measure weekly
Each signal is derived from team-level behavioral patterns. No individual tracking, no message content, no surveillance.
Meeting Overload Signal
Coordination Friction Index — meeting density, handoff drag, and calendar compression that indicates coordination overhead is rising.
Recovery Collapse Signal
Recovery Capacity Index — gaps between meetings shrink below sustainable thresholds, leaving no time for cognitive recovery.
Focus Fragmentation Signal
Focus Fragmentation Index — context switching frequency and disappearing deep work blocks that erode productivity.
Responsiveness Pressure Signal
Responsiveness Pressure Index — expected response times compress, urgency creeps up, and async confidence erodes.
After-Hours Drift Signal
After-hours Drift Index — work spillover into nights and weekends that indicates boundary erosion.
Manager Load Signal
Manager Load Index — manager meeting intensity and interruption rate that indicates leadership capacity risk.
What you prevent when you act early
Burnout and absenteeism growth
Catch early warning signs before they become sick leave or medical leave.
Quiet disengagement and performance drift
Detect when teams are going through the motions before it shows in output.
Retention risk and resignation waves
See the behavioral patterns that precede resignations weeks in advance.
Meeting culture collapse and execution slowdown
Identify coordination overhead before it cripples team velocity.
How SignalTrue detects baseline drift
Baseline drift is when a team's normal work patterns shift in a risky direction, gradually, before anyone calls it burnout.
Connect work tools
One-click integration with Slack, Google Calendar, Microsoft 365. Metadata only — never message content.
Establish team baseline
SignalTrue learns your team's normal patterns over 2-4 weeks. No industry benchmarks — your baseline is unique.
Detect behavior drift
When patterns shift from baseline in risky directions, SignalTrue surfaces early warning signals.
Weekly signal review
Leaders spend 15 minutes weekly reviewing signals and taking targeted action before drift becomes burnout.
This is not employee monitoring
Metadata only, no content
We never read messages, emails, or documents. Only timestamps, durations, and patterns.
Team-level, no individuals
Minimum group sizes enforced. No individual scoring, ranking, or performance tracking.
Prevention, not surveillance
Built to detect burnout risk early so leaders can help, not to monitor or police employees.
GDPR-friendly by design
Data minimization, purpose limitation, transparency. Built for trust.
Frequently asked questions
Is SignalTrue employee monitoring?
No. SignalTrue is a burnout early warning system, not employee monitoring. We analyze team-level behavioral patterns from metadata only. We never read message content, track individuals, or score employee productivity.
Does SignalTrue read Slack messages or email content?
No. SignalTrue uses metadata only — timestamps, response patterns, meeting durations. We never access message content, email bodies, or document text. Privacy-first architecture is core to our design.
What are leading indicators of burnout?
Leading indicators of burnout include meeting overload, recovery time collapse, focus fragmentation, after-hours work drift, and responsiveness pressure. These behavioral patterns change before people report feeling burned out in surveys.
How fast can we see early warning signals?
SignalTrue establishes a team baseline within 2-4 weeks of integration. After that, you receive weekly early warning signals showing behavior drift from baseline patterns.
Can managers see individual employee data?
No. SignalTrue shows team-level insights only. We enforce minimum group sizes and automatically redact data that could identify individuals. This protects employee privacy and builds trust.
How is this different from engagement surveys?
Engagement surveys are lagging indicators — they measure how people feel after damage is done. SignalTrue detects leading indicators — behavioral patterns that change before feelings crystallize into disengagement or burnout.
How is this different from productivity monitoring tools?
Productivity monitoring tracks individual activity and performance. SignalTrue detects team-level burnout risk signals. We don't monitor individuals, score productivity, or track keystrokes. We help leaders prevent burnout, not police employees.
Is this GDPR compliant?
Yes. SignalTrue is designed with GDPR principles: data minimization, purpose limitation, and transparency. We use metadata only, aggregate at team level, and provide clear data controls.
See your team's early warning signals
Start with a free diagnostic or schedule a demo with our team.