PilotWorking Public Beta
How our signals are built
This page explains how Phuket Local Connect collects, labels and reviews the Phuket Well-being Signals — and the limits of what a founder-led public beta can honestly claim today.
Signal types
- Community observations — Recorded by residents or participants — coastal, wildlife or waste sightings. Not automatically verified science.
- Public reports — Via Report & Connect. PLC coordinates where possible; it is not an emergency service.
- Third-party open data — Such as iNaturalist, DMCR, GISTDA. Source and last-updated date are always shown.
- Participant reflections — Published only in aggregated / anonymous form to protect participants, especially minors.
Review process & status labels
Every submission carries an honest status label — Received, Under manual review, More information needed, Connected where possible, Observation verified, Evidence pending.
Reviews are performed by the founder and authorised reviewers — this is not formal scientific certification.
Limitations of this pilot
- PLC is not a government agency or emergency service.
- Not a Nature Positive claim or ESG certification.
- Participation counts are not the same as ecological outcomes.
- All numbers carry source, updated date and confidence level.