Aspinity / Applications / AI Vigilance
Security · Curated models available today

Always-on security, from the home to the vehicle.

One analog AI platform for always-on security across smart home, commercial property, fleet, and vehicle — all under 100µA. It listens for the events that matter and wakes the system only when something relevant happens.

Curated models · available today

Detection models ready to deploy.

Aspinity provides curated, pre-built detection models on the AML100 core so you can add proven capabilities without training from scratch. Available today:

Glassbreak detection — intruder breaking office glass door, Aspinity sensor sending a glassbreak alert to a phone
Acoustic

Glassbreak detection

Reliably detects the acoustic signature of breaking glass and triggers intrusion and security systems.

Smoke and CO detection — Aspinity device recognizes the smoke/CO alarm tone and notifies the homeowner
Acoustic

T3 / T4 alarm detection

Recognizes standard T3 and T4 temporal alarm patterns acoustically, for smoke, CO, and other life-safety alerts. Works from up to 7m away.

Security event detection — hooded person forcing a car door handle
Acoustic + Vibration

Security event detection

Detects break-in, forced entry, and vandalism using acoustic and vibration signatures together for accurate, lower-false-alarm awareness.

All curated models run on the AML100-based MARC100 platform at microamp always-on power. Custom models can be developed for your application.

Smart home & security

Home security that lasts years on a battery.

Traditional always-on sensors force a choice: accuracy or battery life. A DSP sensor sips power but false-alarms on pots, pans, barking dogs, and dropped items; a digital tinyML sensor is accurate but burns through batteries in one to three years. AnalogML delivers both accuracy and multi-year battery life.

By keeping sensing, processing, and decision-making entirely in the analog domain, the AML100 cuts always-on system power by more than 95% — waking the digital system only on a real event.

GlassbreakT3 / T4 alarm tonesWater-leakHome automation

Glassbreak detection

A 5-year battery life with few to no false alarms.

T3 / T4 alarm tone detection

Detects and distinguishes smoke (T3) and CO (T4) tones from up to 7m away and 0–90° orientation, unlike competing solutions that require near-contact placement.

Ignores the noise

Trained to distinguish real events from everyday household sounds, so alarms mean something.

Automotive & fleet

Park-mode security that won't drain the battery.

Today's solutions compromise accuracy to avoid draining a parked vehicle's battery. AnalogML monitors an unattended vehicle at under 50µA, essentially unnoticed by the battery.

Using sensor fusion across acoustic, vibration, and radar, AML100 recognizes the events that matter — touch, scratch, impact, glass break, forced entry — while ignoring the ones that trigger conventional accelerometers, like a neighboring alarm, a passing truck, or a runaway shopping cart.

Dashcam park-modeOEM in-cabinFleet & commercialRV & trailer

Detects the events that matter

  • ImpactTouch, scratch, contact, and collision on the vehicle body.
  • IntrusionDoor-handle jiggling, forced entry, and window glass break.
  • IgnoresNeighboring alarms, horns, passing trucks, and shopping-cart bumps.
  • FusionAcoustic, piezoelectric / vibration, and radar.
Deploys as a dashcam front-end or a dedicated module. Wakes the camera or sends an alert only on a real event.
Get in touch

Designing a security product? Let's talk.

Whether it's a consumer device or an automotive program, we'd like to understand your power and detection targets.

Explore the products
Or email us directly at info@aspinity.com