Technology

Edge, Cloud, and Application built for hospital-grade security

TexCare is built on a three-tier architecture Edge, Cloud, and Application engineered for scalability, resilience, and hospital-grade security.

Flowchart showing existing maintenance data and optional sensor data feeding the TexCare AI engine and CMMS in a continuous learning loop.

Edge layer

Multi-sensor data acquisition, real-time signal pre-processing (filtering, FFT, feature extraction), local buffering, secure encrypted transmission (TLS 1.3).

Cloud & AI layer

Time-series database, AI engine (anomaly detection, failure classification, RUL estimation), alert engine, maintenance scheduler, report generator.

Application layer

Web dashboard, mobile access, ERP/HIS integration, role-based access control (director, engineer, technician, auditor).