SUPPORTED PROTOCOLS
Industrial Ethernet standard for automation
Legacy-friendly serial-over-TCP protocol
CIP-based industrial network protocol
Machine-to-machine communication standard
Utility and SCADA protocol for critical infra
Substation automation communication
Lightweight IoT telemetry protocol
Fieldbus protocol for factory automation
Agent ingests data from any protocol stack — no rip-and-replace required.
HOW IT WORKS
GridOps connects to your SCADA historian, network taps, and PLC data streams via OPC-UA or MQTT. No agents installed on OT equipment — it reads the data layer.
The agent learns normal traffic patterns across your network — polling rates, device communication cycles, shift-change rhythms. Within two weeks it knows your plant floor.
Anomalies trigger a structured diagnostic response — not a raw alert. The agent cross-references the event against known patterns, identifies probable cause, and alerts the right stakeholder with context.
THE PROBLEM
"Every SCADA operator has a mental model of their network built from years of watching it breathe. Traditional monitoring tools ignore that knowledge entirely."
Legacy SCADA monitoring generates floods of threshold alarms. The operator learns to ignore them. A real anomaly surfaces — buried in noise — and the response comes too late. GridOps encodes your operational knowledge into a system that knows the difference between normal variation and a real event.
Threshold alerts. Alarm fatigue. Human in the loop for every diagnosis. Reactive — always.
Behavioral baseline. Contextual diagnosis. Proactive — always. Runs at 3am while no one is watching.
Source: Fortune Business Insights, AIMultiple Industrial AI Agents Report 2025, academic literature (IEEE, ScienceDirect)
GridOps encodes the knowledge of experienced operations engineers into an AI agent that runs around the clock, learns your infrastructure's rhythms, and catches what humans miss after the third consecutive night shift.