ON-DEVICE PROCESSING
Every Omnisight device processes AI on the sensor itself, 20 times per second. No add-on, no SKU, no separate compute box. Just how our devices work.
Detection, classification, tracking, and alerts run locally on every FusionSensor, FusionBLADE, and HDV5 we ship, fused 20× per second, under 100ms response. No tier upgrade. No subscription required. Your data stays local, your decisions stay fast, your infrastructure stays simple.
WHY EDGE
Sub-100ms detect, analyze, alert, and report. No round-trip to a server, no queue waiting for compute, the answer arrives before the event finishes.
Every inference runs on the device. Sensors keep detecting, classifying, and alerting even when the network is down, then sync the moment connectivity returns.
Detections, video, and events stay on your network unless you choose to share them. No third-party data routing, no vendor lock-in on your data path.
Stream only what you choose. No constant video uploads chewing through cellular plans, only the detections, classifications, and clips you actually want.
Standard on every Omnisight device, never a separate purchase, never a tier upgrade. No edge servers, no processing PCs, no cloud compute bills. The sensor is the compute.
Sensors keep processing even when network drops. Up to 2 TB of event data buffers locally and syncs back the moment connectivity returns. No outage equals no missed data.
End-to-end response
On-device inferences per second
Onboard event storage
Cloud round-trips needed
EDGE VS. CLOUD
TRUEEDGE
Sub-100ms response, every time
Works fully offline, network outages don't stop detection
Data stays on your network unless you opt to share
No recurring compute fees, sensor is the compute
One capital cost, no per-inference invoicing
Local buffering means no missed events on reconnect
CLOUD-BASED
200ms–1s+ round-trips through a remote server
Goes dark when the network drops
Every detection transits a third-party data path
Pay-per-inference scales with your fleet, forever
Compute fees grow as you grow
Single point of failure: the cloud vendor
WHERE IT RUNS
HD3D radar + AI video traffic sensor. TrueEdge powers detection, classification, and counting on-device for state DOTs and cities.
Backward Looking Advanced Detection Engine. TrueEdge runs sub-100ms collision alerts for work zones, striping crews, and emergency vehicles.
Next-generation HD video analytics platform. TrueEdge brings real-time monitoring with on-device inference. Coming soon.
FREQUENTLY ASKED
Models push to the device via secure OTA updates through the Omnisight management portal, no on-site visits, no downtime. Devices stay running while the new model is downloaded and activated.
On the device. Up to 2 TB of event data, classifications, video clips, and detection logs are stored locally on each sensor. The dashboard and your downstream systems are just consumers of data the sensor already has.
TrueEdge devices use signed firmware, encrypted management connections, and role-based access for configuration. Detection data never leaves your network unless you explicitly route it to a destination you choose.
Models are trained in-house by the Omnisight ML team and validated against real-world field data before being shipped to devices. Customers can opt in to contribute anonymized samples during improvement cycles, but it's never required.
Neither. TrueEdge is the on-device processing that runs on every Omnisight sensor by default, FusionSensor, FusionBLADE, HDV5. It's not a SKU, not a tier, not an upgrade. When you buy a sensor, TrueEdge is just how it works. Local detection runs 20 times per second whether you subscribe to any dashboard or not.
Talk to an Omnisight engineer about deploying edge-processed AI on your network. We'll show you exactly how the math works, latency, cost, integration paths, and where your data lives.
Schedule a Demo