Aethera Labs
Announcing: Aetherics Predictive Fall Safety Framework

Predicting Falls
Before Impact Occurs.

Aethera Labs designs and constructs camera-free, passive ambient intelligence setups. Our flagship framework, **Aetherics**, utilizes edge-level multi-sensor fusion arrays to continuously calibrate to physical baselines, track biometric cycles, and predict instability before a fall takes place.

Inspect Telemetry Demo
100%
Camera-Free Privacy
<500ms
Edge Decision Latency
0%
Wearable Device Burden
Node Active State
AETH-NODE-MVP1
Continuous Sweep
Platform: Aetherics v1.0
Respiratory Wave: Continuous (FMCW)
Privacy Mode: Absolute
The Safety Paradigm

Why Conventional Devices Fall Short

Older solutions force families and clinics to make an compromises between active compliance constraints and privacy boundaries.

Delayed Incident Reaction

Conventional devices alert *after* impact has occurred. Prolonged recovery times and unrecognized lie-times cause compounding injury, muscle breakdown, and massive anxiety.

Wearable Fatigue

Smartwatches, necklaces, and pendants only protect if they are charged, worn, and active. Users living with cognitive conditions or dexterity issues frequently resist or forget physical straps.

Privacy Discomfort

Monitoring private, highly sensitive rooms (bedrooms, bathrooms, transition paths) with standard camera arrays produces immense psychological discomfort, surveillance anxiety, and continuous security risks.

Hardware & Embedded Science

Our Edge Hardware Fusion Array

Aethera Labs integrates commercial evaluation modules into custom edge routing processors. No camera feeds. Absolute tracking precision.

60GHz mmWave Radar

TI IWR6843ISK Evaluation Board

Maps dense spatial coordinates. Measures skeletal layout vectors, posture inclination, and sub-millimeter thoracic motions (isolated respiration and chest wall displacement signatures).

RF Channel Pipeline Active

Far-IR Thermal Grid

Melexis MLX90640 (32x24 Grid)

Interprets surface-level thermal emissions. Builds virtual perimeter margins, bedroom transitions, and delivers precise body surface temperature profiles without revealing identity details.

Far-IR Thermal Grid Active

MEMS Digital Microphone

STMicroelectronics MP34DT05 (x2)

Dual-channel microphonic array tuned to acoustic impacts and structural resonance. Isolates and logs patterns like respiratory cough counts and localized vocal distress markers.

Acoustic Audio Pipeline Active
The Making of Aetherics

Inside the Prototype:
Hardware Assembly & Wiring

To prove our sensor-fusion model during Round 1 without complex enclosures, we build directly on open perfboard structures. We coordinate dual ESP32-S3 computational nodes to handle radar chirps, Far-IR arrays, and structural acoustics locally at the edge.

SCHEMATIC COMPONENT [01/03] ESP32-S3-DevKitC
  • Dual ESP32-S3 processors used for redundant processing (1 active node handles sampling, 1 hot-standby handles network buffering).
  • Edge models run raw point-cloud clustering metrics directly on the low-power Tensilica cores.
  • Built-in Wi-Fi establishes low-overhead, TLS-secured connections straight to AWS IoT Core endpoints.
BOARD BLUEPRINT DESIGN
ESP32-S3 TI IWR6843ISK MIC_L MIC_R
Aetherics Proto Array Layout — Interactive schematic design and pin mappings are actively logged inside the API spec documentation.
Interactive Demonstration

Edge-AI Simulator & Calibration Console

Interact directly with an Aethera Node. Set patient parameters, toggle modules to test fallback stability, and trigger predictive alerts to view generated telemetric payloads.

Patient Calibration (BMI-Based)

Calibration Profile
BMI: 25.0 Multiplier: 1.12x

Admin Feature Toggles

mmWave Radar Node TI IWR6843ISK Driver
Thermal Grid Monitor Melexis MLX90640 Parsing
MEMS Microphone Array MP34DT05 Audio Thread

Event Trigger Simulator

Aethera Cloud WebSocket Dashboard
WebSockets Connected
Heart Rate 71 BPM
Resp. Rate 14.8 BPM
Thermal Temp 36.6 °C
Active Status Active
WebSocket Real-Time Payload (JSON) EVENT: telemetry.vitals.daily
Loading initial payload...
Working with Pioneers

Our Research Collaborators

Aethera Labs co-develops predictive models alongside world-class academic institutions, research hospitals, and independent living laboratories.

London Digital Health Hub
NHS Innovate Trust
St. Jude Care Alliance
Silicon Micro-Sensor Lab
Request Joint Clinical Pilot

Call for Co-Development & Field Trials

We are currently seeking additional clinical trial nodes, academic research teams, and telemetry system integrators. If your institution is interested in piloting Aetherics nodes, submit your details to connect with our scientific team.

Build the Future of Health Technology

Careers at Aethera Labs

Join our small, highly focused team of embedded developers, clinical data engineers, and hardware architects solving major silver economy problems.

Full-Time Remote / London

Embedded Systems & Firmware Engineer

Optimize core C++ structures for local sensor fusion on the ESP32-S3 DevKitC. Coordinate DMA channels, fast FFT frequency filtering, and raw I2S pipelines.

Full-Time Hybrid / London

Edge AI & Signal Processing Fellow

Maintain and upgrade micro-algorithms parsing skeletal point clouds and thermal grid indices. Drive our `alert.fall.predictive` metrics toward higher confidence parameters.

Full-Time Remote

FastAPI Backend Developer

Deploy high-performance REST and WebSocket streaming APIs in Python. Connect local MQTT buffers into secure Amazon Web Services pipelines.

Don't see your specific role? Feel free to reach out with speculative portfolios at careers@aetheralabs.com
Built for Engineers

Decoupled API-First Architecture

The entire Aethera ecosystem is built on robust Python FastAPI layers. Connect and stream live ambient updates directly into custom apps, health dashboards, or institutional systems.

Interactive Swagger docs served live at /docs
WebSocket stream endpoints for low-latency notifications
Resilient HTTP Polling backup loops with exponential backoff
Interactive Swagger UI OpenAPI Specs v1.1.0
GET /health Diagnostic Health Status
GET /v1/devices/{device_id}/toggles Fetch Fail-Safe Configs
POST /v1/patient/calibrate Set Profile & Height/Weight
WS /v1/stream/telemetry Persistent Real-Time Stream
Subscription Options

Direct-to-Family & Corporate Access

Acquire your prototype node hardware once, and select your clinical telemetry dashboard service tier.

Monthly Plan

No Contract
£29 / month

Complete access to the Aetherics family dashboard with zero lock-ins or contracts. Ideal for testing.


  • Unlimited Family Dashboard invites
  • Continuous Fall Prediction Telemetry
  • Real-time Push Alerts on Mobile Client
  • API Access for developers
Best Value

Annual Care Package

Save 20%
£23 / month

Commitment to long-term safety. Billed annually at £276, including priority technical onboarding.


  • Everything in Monthly plan
  • Extended 1-year Hardware Warranty
  • Priority Setup & Custom Calibration
  • 1-Month Free Service Credit
* Note: Hardware Sensor Kit sold separately or available for lease alongside institutional plans. Contact sales for B2B virtual ward programs.