SensoriPod is built on published, measurable science. The findings below shape both the hardware inside the pod and Sensori OS, the onboard software that personalises each recovery session for the person inside. SensoriPod is a wellbeing and recovery product, not a medical device. The studies here explain the physiology behind our design; they are not trials of SensoriPod itself. Our own validation and pilot measurements are ongoing and will be published here when final and peer-reviewed.
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35 publications
01Physiology
Heart rate variability as a measure of recovery
Chronic stress and burnout show up physiologically as a sustained fight-or-flight response with a suppressed rest-and-recover response. Heart rate variability (HRV) is studied as an outcome measure of autonomic activity in recovery research. These research measurements are not SensoriPod reports.
RMSSD and the high-frequency band of HRV are established, non-invasive biomarkers of vagal (rest-and-recover) activity.
A lower LF/HF ratio indicates the parasympathetic dominance that characterises genuine recovery.
Because HRV responds within minutes, it is a common outcome measure in recovery research. Inside SensoriPod, breathing and heart rhythm are used only to adapt the session in real time; they are not stored or reported.
Light does more than help us see. Its intensity and colour temperature change alertness, mood and autonomic balance across the working day.
Reviews of workplace lighting show measurable effects on alertness and mood in daytime workers.
Low-intensity, warm light enriched with red frequencies is associated with higher vagally-mediated HRV - the opposite of the arousal driven by blue-saturated office lighting.
Light-based interventions can shift HRV within a single session.
Recovery requires a nervous system that reads the environment as safe. Overheard speech is one of the biggest hidden sources of stress in an open-plan office.
ISO 23351-1 measures speech level reduction in decibels, weighting human speech frequencies, and has replaced older ratings such as NIC for pods and booths.
Class A performance under that standard means a speech level reduction of at least 30 dB.
A normal office conversation sits around 60–70 dB, so a reduction above 30 dB brings leakage below the whisper threshold - conversations become unintelligible in both directions.
Posture alone shifts autonomic balance, which is why a recovery space cannot simply be a chair.
Moving upright pools blood in the legs; baroreceptors respond by activating the sympathetic nervous system, raising heart rate and lowering HRV.
A reclined, near-zero-gravity posture - legs at or slightly above heart level - lowers sympathetic tone and raises high-frequency HRV compared with upright sitting.
Studies of weightlessness and tilt confirm the same direction of effect on cardiovascular regulation.
The largest study of its kind found that asking already-exhausted employees to do more does not improve their wellbeing.
An Oxford study of 46,336 employees across 233 organisations found no measurable wellbeing benefit from mindfulness apps, resilience training or stress-management sessions.
Job demands–resources theory explains why: these programmes address the individual's resources while leaving the environment and workload unchanged.
A RAND evaluation found lifestyle-management components returned roughly $0.50 per dollar invested, while structural disease-management components returned about $3.80.
Exhaustion is no longer a workplace-only phenomenon. Surveys and public health reporting show adults, students and children reporting sustained pressure around performance, the future and appearance.
In Belgium, nearly one in three employees is in the danger zone for burnout (UGent@Work, 2026).
Research among American teenagers reports pressure about their future plans, achievements and appearance.
WHO Europe reports rising school pressure alongside declining family support, most visibly among girls.
Teacher wellbeing and absence in Flemish education
Research and official reporting from Flanders show that mental exhaustion among teachers affects both their wellbeing and the continuity of education.
The Motivatiemonitor reports that around one in four teachers is at high risk of burnout and one in three feels mentally exhausted.
A peer-reviewed study of 2,167 Flemish secondary school teachers found that teachers already faced an elevated burnout risk before the COVID-19 crisis, with a longer-term negative impact becoming visible as the pandemic continued.
Official 2025 figures put sickness absence among Flemish teachers at 4.89%, while 56.7% of absence days were covered by replacement staff.
Flemish parliamentary reporting identifies psychosocial conditions as the largest cause of sickness absence in education.
Small environmental choices can make school feel safer and more accessible for children who are sensitive to noise, crowds or other stimuli.
A primary school in Veltem-Beisem introduced a quiet entrance alongside its festive main entrance so children could start the school day with fewer stimuli.
The initiative shows how an alternative route can support individual needs without separating children from the wider school community.
Reviews of AI-supported mental health tools show where responsive technology genuinely helps, and why the quality of the guidance matters more than the novelty of the technology.
A meta-analysis of AI-based conversational agents found measurable reductions in distress and improvements in wellbeing compared with control conditions.
Effects are strongest when the guidance is grounded in established therapeutic principles rather than generic conversation.
Reviews among students report good engagement and accessibility, with the clearest benefits over short, structured interventions.
Authors consistently stress privacy, transparency and human oversight as conditions for responsible use.
A longitudinal study of real-world meditation app use found that most people stop early, which suggests recovery works better when it is part of the place people already are than when it depends on personal follow-through.
