Machines

Automate Daily Operations

Detect anomalies, diagnose root causes, and recommend fixes—before anyone on the floor notices a problem. Continuous equipment intelligence that works with your existing controls.

See It in Action

82%

of unplanned downtime is preventable with early detection

$260K

average cost per hour of unplanned downtime

<60s

from anomaly to root cause diagnosis

Reactive operations are expensive operations

A motor overheats on Line 3. The technician checks SCADA. Then the MES logs. Then the maintenance history. Forty-five minutes later, they find the root cause that the data already contained.

Guild Insights correlates machine telemetry, operator actions, and process history in one system—and surfaces the answer before anyone starts investigating.

Capabilities

Monitor, predict, act

From telemetry ingestion to recommended fix—without changing your controls architecture.

Catch problems before the line goes down

Edge gateways ingest machine telemetry in real time. The platform spots anomalies, predicts failures, and alerts your team—before anything breaks.

Find the real cause, not just the symptom

Correlates telemetry, video evidence, and operator history across systems. You get the why, not just the what.

PLC changes drafted, reviewed, ready to approve

Generates Structured Text and Ladder Logic with full rollback plans. Your engineers review and approve—not write from scratch.

Connects to your existing controls—no rip and replace

Bridges OPC-UA, MQTT, Modbus, and EtherNet/IP. Works with your controls architecture as-is.

Ask anything about your equipment

“Why did Line 3 go down yesterday?” Ask in plain language, get the full root cause—video evidence, telemetry correlation, and recommended next steps.

  • One notification replaces 30 minutes of investigation

    Anomaly to diagnosis to recommended fix, delivered to the right person in near real-time.

  • Full audit trail, every decision

    Every configuration change, alert, and approval logged and traceable. Built for regulated environments.

  • You control how much it does

    Start conservative—the platform recommends, you decide. Dial up automation as trust is earned.

Natural language operations interface

Cut unplanned downtime, starting week one

See how plants use Guild Insights to move from reactive firefighting to predictive operations—without replacing their existing controls.

See It in Action