Employee Burnout Monitoring Beyond Engagement Surveys
Continuous, ethical facial-affect signal layered on top of the meetings you already record — surfaces team drift 4–6 weeks before traditional engagement measures.
Quarterly engagement surveys are too slow to catch burnout
Annual or quarterly engagement scores are a lagging indicator. By the time a manager sees the dip, the high performer has already taken three sick days, started interviewing, or quietly disengaged. Pulse surveys help — but they still depend on self-report from the employees least likely to answer honestly when they're struggling.
Meanwhile, every leadership 1:1, every all-hands, and every recorded sales call already contains the behavioral signal you need. It just isn't measured.
Continuous, ethical facial-affect signal layered on top of the meetings you already record
Mental Edge integrates with existing video-meeting recordings (or live stream) and produces per-meeting and per-person affective summaries: net positive affect, expressivity, and AU-level signals of stress, fatigue, and disengagement.
HR and people-analytics teams get trend lines per team — never per individual without informed consent — that flag teams or cohorts drifting toward burnout 4–6 weeks before traditional measures.
Capabilities
- Team-level by default, individual-level by consent — Default analytics roll up at the team or cohort level. Individual-level tracking requires explicit, revocable employee consent — a control HR can enforce in the admin console.
- Works with existing meeting tools — No new hardware. No mandatory app. Mental Edge ingests video from your existing recording pipeline (Zoom, Teams, Google Meet exports) or streams.
- Bias-aware AU-level scoring — Built on Action Units rather than discrete-emotion labels, which research shows generalize better across demographics. Outputs are calibrated against each cohort's own baseline.
- Privacy-first deployment — Stateless processing by default. Edge deployment available. Raw video is not retained unless explicitly opted in. Full audit logs of every analysis run.
Frequently Asked Questions
Is this legal to deploy on employee video?
Deployment legality depends on jurisdiction, employee notice, and the lawful basis you rely on. Mental Edge ships with consent workflows, audit logs, and a default team-level rollup. Customers are responsible for obtaining the consent required in their region (GDPR, CCPA, BIPA, state-level laws).
Will employees be told they are being analyzed?
Yes — the platform is designed for transparent disclosure. Mental Edge does not support covert surveillance use cases and provides employee-facing notices that customers can deploy in their onboarding.
How is this different from engagement-survey tools?
Engagement surveys ask people how they feel. Mental Edge measures observable behavior on the face. The two are complementary — facial-affect drift typically precedes survey-score drift by 4–6 weeks in observed deployments.
Can it identify a single employee at risk?
Only with that employee's explicit, revocable opt-in consent. Without consent, the system reports at the team or cohort level only.
Does it work over Zoom / Teams / Meet?
Yes. Mental Edge processes video frames from any standard meeting platform. You can integrate via post-meeting recording exports or with a streaming connector.
What does it cost?
Pro + Analytics is $129.99/month per seat. Enterprise and people-analytics pricing for multi-team deployments is available — contact info@mentaledge.ai.
Recommended tier: Pro + Analytics ($129.99/mo) — Burnout trend analysis requires longitudinal data and team-level dashboards — both included in Pro + Analytics.
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