Signals we translate into healthier decisions.
We monitor anonymised engagement patterns, triage confidence, and recovery feedback to enrich how guidance evolves for patients, caregivers, and clinicians alike.
Live wellbeing telemetry
Real-time dashboards highlight symptom spikes, sentiment shifts, and care outcomes across populations—without compromising privacy.
82%
Users feel calmer after their first guidance flow.
64%
Escalations resolved digitally within 24 hours.
29%
Reduction in unnecessary clinic visits.
Evidence to implementation
Every release adds medically-reviewed rule libraries and contextual prompts tested for clarity, inclusivity, and cultural resonance.
- Monthly safety audits from registered healthcare professionals.
- Bias simulation across age, gender, and language cohorts.
- Versioned recommendations with change tracking.
No insights found!