Privacy-by-design controls
- Minimum necessary: management sees trends and cohorts, not raw conversations.
- Two-stream design: private coaching to individuals; anonymised cohort analytics to management.
- Consent first: plain-English 10-second opt-ins; opt-out always available; mute/reschedule controls.
- Worker transparency: export/delete for personal data.
Configurable "privacy dials" (customer-set)
Presets define identity visibility, aggregation level, escalation rules, cadence and retention (e.g., union-strict vs standard vs high-hazard). Defaults bias toward anonymity and shorter retention.
Safety exceptions
Narrow, predefined and auditable exceptions permit naming/escalation only for imminent harm scenarios (e.g., credible threats of self-harm, violence, intoxication at work, critical fatigue). Paths are transparent to the worker.
Residual risk
Despite the controls above, residual risks remain (for example, misclassification of sentiment, manager over-interpretation of cohort trends, or re-identification in very small groups). Echo tracks these in a risk register with owners and mitigations, and provides customers a status summary on request.