Operational Readiness

Deployment Registry

A track record of manual hardware installations and high-stakes environmental performance.

Active Site

Fort Krit Siwara Hospital

Manual Clinical Ward Integration

  • Manual calibration of fall-detection sensors for 24/7 clinical monitoring.
  • Optimization for low-end hardware to ensure reliable uptime in ward environments.
  • 400 average patients monitored monthly.
Active Site

Sakon Nakhon hospital kasetsart university medical school Sakon Nakhon campus

High-Traffic Monitoring

  • Training staff for daily usage
  • 800 average weekdaypatients monitored monthly
Demo Environment

Ban Bangkhae Home

Community Scale Proof-of-Concept

  • Deployment in an area with 30 residents
  • Community engagement and feedback collection
Execution Timeline

Deployment Milestones

April 2026
Mass deployment and public launch Live

After winning silver medal at SWU hackatron the system is deploy in 2 hospitals while also receiving more than 120 download after 1 month of public availability.

October 2026
Test deployment and external validation

Demo deployment in Ban Bangkahe 2 and validated at Hackatron competition hosted by SWU

March 2025
Finish v.1 of the system

Finish the android app, web-hook server and the fall detector

December 2024
Demo and Testing phase

Established core objectives for low-complexity, affordable fall detection designed for low-end computer hardware.