One of the most interesting findings in wellness is not a number. It is the recurring gap between what people say they feel and what a measurement suggests we should look at next.
When we began collecting face-based wellness readings at MI.BO., I expected the technology to be interesting. What surprised me more was the conversation that followed each reading.
People would often say some version of: “But I feel fine.”
That sentence became more interesting than any single metric.
What we observed
Across more than 300,000 anonymised face-based wellness readings in our internal dataset, our classification framework frequently placed readings into states we describe as Vigilance or Bracing rather than Repair. In the dataset used for the current NeuraGrip work, the distribution was approximately 44% Vigilance, 41% Bracing and 15% Repair.
Those figures are MI.BO observational data. They are not population prevalence estimates. They do not mean that 85% of people have a disorder, and they should not be interpreted as diagnostic findings.
They do, however, raise an important question: how often do people become accustomed to carrying a level of physiological mobilisation that no longer feels unusual?
Normal can mean familiar
Humans are remarkably adaptable. We can become accustomed to long working days, fragmented sleep, travel, deadlines, caregiving, persistent uncertainty and constant digital interruption. Familiarity can change what we notice.
That is not the same thing as proving chronic physiological stress from a camera reading. It is simply a reason to compare subjective experience with repeated measurements and context.
“I feel fine” is valuable data. It is not the only data.
Why I care about the distinction
The wellness industry often makes one of two mistakes. It either dismisses subjective experience because a device has produced a number, or it dismisses measurements because the person does not feel unwell.
I think both positions are too crude.
The useful territory is in the comparison. If a person repeatedly reports feeling fine and repeatedly shows a pattern associated with mobilisation under comparable conditions, that may justify a closer look at sleep, recovery, workload, illness, medication, exercise, hydration or other context. It may justify repeating the measurement. In some cases, it may justify clinical evaluation.
From observation to hypothesis
This is where our NeuraGrip work sits. Published physiology provides the established foundation: autonomic regulation changes with challenge and recovery; HRV can reflect aspects of autonomic activity; allostatic load describes cumulative physiological burden associated with repeated or prolonged adaptation.
NeuraGrip is our working framework for translating some of those ideas into an understandable wellness language. The labels Vigilance, Bracing and Repair are part of that framework. They should be tested, challenged and refined against better longitudinal evidence.
The standard we should hold
A proprietary dataset is valuable only if we are precise about what it can and cannot establish.
So the claim is deliberately narrow: in a large set of MI.BO wellness readings, we have observed a recurring difference between how some people report feeling and the physiological patterns produced by our measurement and classification system.
That observation is interesting enough. We do not need to inflate it.
Evidence & further reading
This essay distinguishes published physiology from the NeuraGrip educational framework. Sources below are provided so readers can examine the underlying evidence directly.
Important: This article is educational and is not medical advice. NeuraGrip, Vigilance, Bracing and Repair are wellness-framework terms, not medical diagnoses. Persistent symptoms, abnormal readings or concerns about health should be assessed by an appropriate clinician.