Technology · Edge · Compute
The computation goes to the data.
The interesting computation needs high-rate data. Sending it to a data centre is a bandwidth bill; not sending it means the computation cannot exist. Toleron places the computation next to the sensor and ships only the result.
- Outages
- Raw data buffered locally
- Edge-computed E2E
- 0 gaps · 0 duplicates
- Raw stream
- Stays on the shop floor
What runs at the edge
- Native DAQ acquisition and protocol connectors.
- Local buffering of raw data through network outages.
- Trigger evaluation on the data's own clock, with pre-roll.
- A signal runtime that executes the same computation graphs as the central server, with every output frame continuity-counted.
- A verified local model cache, so inference never waits on the network.
Proven, not promised
A blueprint bound to the lab's lathe and placed on its EdgeBox computed windows from the raw current stream at the machine — zero gaps, zero duplicates, zero bad frames — while the central server correctly computed nothing. Every output has exactly one producer.
Provisioning and rollout
Boxes appear automatically over heartbeat, are provisioned with identity, location and hardware from the central UI, and are managed with infrastructure-as-code. Every release ships as a versioned image with a backup, a rollback tag and a written deploy report — a discipline an industrial buyer can audit.
Go deeper
Related
EdgeBox
A small industrial computer at the machine that collects the data and keeps it safe when the network fails.
Learn moreCut Detection
Evaluates only the time the tool is actually cutting — not the minutes in between.
Learn moreSensor Monitoring & Event Recording
Fast sensor signals live on screen, recorded automatically when something happens and kept permanently in full detail.
Learn moreProcess Anomaly Detection
Spots unusual cuts early — starting with simple, explainable limits and moving to trained models only when your data supports it.
Learn moreEvaluating triggers at the edge, on the data's own clock
A trigger that needs a server round-trip misses the spike it was armed for. We moved evaluation onto the EdgeBox and timestamped decisions from the acquisition clock.
Learn moreNext step
Bring intelligence to your machines.
Connect existing CNC equipment without replacing the machine or the controller. We start with one machine, real data and an honest acceptance run.