01
Usability evidence
Can users understand and complete the assessment without excessive burden?
Evidence before claims
Results, validation and transparency
HReality OS distinguishes product engagement, analytical quality, behavioral execution and verified outcomes.
02
Analytical quality
Do qualified reviewers judge the map and recommendations as relevant and appropriately uncertain?
03
Outcome evidence
Do selected actions produce meaningful and stable improvement compared with the baseline or relevant alternatives?
Current status
Pre-validation stage:
The public architecture, doctrine and initial product pathways are under
construction. Demonstration visuals are illustrative and do not constitute
proof of efficacy.
What the platform intends to publish
- Assessment versions and construct definitions
- Study protocols and outcome measures
- Known limitations
- Adverse-event and deterioration reporting
- Privacy-preserving aggregate results
- Material changes to the methodology