Embedded AI for Healthcare & Medical Devices

MEDICAL & HEALTHCARE

Intelligent Care That Starts at the Device

Clinical environments generate a constant stream of physiological, environmental, and equipment signals. Sentrivo builds embedded AI that interprets those signals on the device itself — so alerts arrive in milliseconds, patient data stays private, and care teams act on insight instead of noise.

Discuss Your Project
  • Privacy by design

    Raw physiological data, audio, and video are processed on-device; only events and summaries leave the sensor.

  • Real-time response

    On-device inference flags deterioration, falls, or equipment faults without waiting on a network round trip.

  • Works offline

    Devices keep monitoring and buffering data through Wi-Fi dead zones and network outages.

  • Built for regulated environments

    Architectures designed with HIPAA, IEC 62304, and FDA software guidance in mind from day one.

EMBEDDED AI PROJECTS

What We Build for Medical

Remote Patient Monitoring Wearables

Low-power wearables that run arrhythmia, SpO2, and vital-sign anomaly models on-device, transmitting only clinically relevant events to care teams.

  • nRF52 / STM32
  • TinyML
  • BLE
  • FHIR APIs

Privacy-Preserving Fall Detection

mmWave radar and IMU sensing that detects falls and unusual inactivity in patient rooms and senior living — no cameras required.

  • ESP32
  • mmWave Radar
  • Edge Inference
  • Nurse-Call Integration

Smart Medication Adherence

Connected dispensers with on-device vision and weight sensing that verify doses, flag missed medications, and report adherence trends.

  • Embedded Vision
  • Load Cells
  • Cellular IoT
  • Care Dashboards

Clinical Cold Chain & Asset Tracking

Vaccine and biologics refrigerators that predict temperature excursions before they happen, plus BLE tracking for high-value equipment.

  • BLE Tags
  • Anomaly Detection
  • LoRaWAN
  • Time-Series DB

Point-of-Care Imaging Assist

Edge compute that runs image triage and quality-check models beside ultrasound and dermatology devices, keeping protected data on-premise.

  • NVIDIA Jetson
  • Computer Vision
  • DICOM
  • Decision Support

Biomed & Clinical Ops Copilot

An AI agent that combines device telemetry, maintenance history, and SOPs so biomedical and nursing teams can ask questions and resolve issues faster.

  • RAG
  • AI Agents
  • Observability
  • Data Warehouse
HOW WE DELIVER

From Concept to Production

01

Discover

Define the outcome, the signals available, and the power, cost, and latency budget the solution must live within.

02

Prototype

Build on target hardware early, proving the sensing, firmware, and AI model under real-world conditions.

03

Integrate

Connect devices to APIs, data platforms, dashboards, and AI agents so insight reaches the people who act on it.

04

Deploy & Observe

Ship with telemetry and observability in place, then keep improving models with real field data.

Ready to Bring Embedded AI to Medical?

Tell us about the signals, devices, and outcomes you care about — we will help you shape a prototype and a path to production.

Start Your Project

Sentrivo engineers intelligent systems that connect edge devices, telemetry, observability, enterprise data, and AI—turning signals into action.

Contact Us

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