What software can, and cannot, do about burnout.
Software cannot diagnose or solve burnout on its own. It can help people notice sustained changes in recovery and workload earlier, offer practical coaching and show organisations where the way work is designed may need attention.
Why traditional burnout prevention fails
Surveys and self-serve benefits can both be useful, but neither provides a continuous view. A person may be under sustained strain between survey cycles or may not recognise the pattern clearly enough to seek support.
Changes in heart-rate variability, recovery, meeting density and after-hours work can add context. They are signals, not a diagnosis, and should be interpreted carefully alongside what the person says and experiences.
What predictive burnout flagging looks like
Predictive burnout flagging combines biometric trend (recovery debt rising for two weeks), behavioural trend (calendar pressure up, deep-work blocks shrinking) and communication trend (after-hours messages climbing) into a forward-looking risk score.
Sloane compares each person's signals with their own baseline. Managers do not see individual scores; they see anonymised patterns across an appropriately sized group.
How Sloane Labs prevents burnout
Sloane offers private coaching to the individual, usually a small protective change. At team level, it shows patterns such as sustained calendar pressure or narrowing recovery, without identifying the people behind them.
Each suggestion can be followed by a simple outcome check. Over time, this shows which changes helped and which did not.
Frequently asked questions
- How early can Sloane detect burnout risk?
- There is no fixed lead time. Sloane can notice sustained changes in recovery and workload before they become obvious, but the quality of that view depends on the data available and it is not a clinical diagnosis.
- Does the employee have to opt in?
- Yes. Sloane operates with informed consent, region-appropriate data handling and granular controls per data source.
- How is this different from an EAP?
- An EAP is a clinical care pathway employees access when they have a problem. Sloane operates upstream, before clinical care is needed, and routes to the EAP when it is.
- Does Sloane replace clinical support?
- No. Sloane is a performance coach, not a medical device or clinical service. Where somebody needs clinical support, the right next step is a qualified professional or the organisation's existing care pathway.
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