← Back to Revor
Industry · 01 / 05

From device signal to decision.

Edge-aware AI agents that ingest billions of telemetry events, reason on the wire, and act on hardware in milliseconds.

3.4B
Telemetry events / day
42 ms
P95 edge inference
−71%
Unplanned downtime
SERVICES

A full-stack of edge & IoT agents.

Six production-tested agent capabilities — wired into your device fleet and cloud.

Telemetry Anomaly Detection

Streaming agents that flag drift, spikes and silent device failures across millions of endpoints.

MQTTKafkaKinesis

Edge Inference

Quantized models tuned for ARM, NVIDIA Jetson and Coral — inference where the data is born.

ONNXTensorRTTFLite

Predictive Maintenance

Vibration, current and acoustic models predicting failure days before symptoms appear.

Time-seriesVision

Fleet Orchestration

OTA model rollout, cohort canaries and zero-downtime device updates.

BalenaAWS IoT

Energy & Carbon Agents

Closed-loop agents that throttle, schedule and optimize for energy and emissions.

HVACGrid

Digital Twin Copilot

LLM copilot grounded in your real-time twin — query any sensor, any asset, in plain language.

RAGTwins
PRODUCT · SignalGrid™

The agent that lives on the wire.

SignalGrid ingests every device heartbeat, reasons over the fleet, and acts before the operator has to look.

10M+ device fleet ready
SOC 2 / on-prem & air-gapped deploy
Eval harness shipped per release
Direct integration with your MQTT/Kafka bus
signalgrid · fleet · live
// Edge agent · 7,418 devices · region eu-west
stream telemetry {
  on vibration.rms > 4.2g for 30s {
+   classify(model="bearing-v3")
+   if confidence > 0.86 → ticket("predictive")
  }
  on temp.delta > 12°C/min {
+   throttle(asset.id, level=2)
  }
}
SignalGrid · fleet-agent

Predicted bearing failure on AHU-204 in ~14 days. Maintenance ticket #8421 created.

"Revor stood up SignalGrid across 14,000 devices in eight weeks. We avoided three outages in the first month alone."

71%
Cut in unplanned downtime
42ms
P95 edge inference
3.4B
Events processed daily
RT
Rohan TomarHead of Connected Ops · Helix Labs
GET STARTED

Bring AI to your device fleet.

30-minute scoping call → custom value brief in 48 hours.

  • Tailored to your stack
  • SOC 2 / on-prem ready
  • Free pilot scoping