From anomaly detection to diagnosis to fix\u2014before the line goes down. Your equipment monitored continuously, your processes running autonomously.
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82%
of unplanned downtime is preventable with early detection
$260K
average cost per hour of unplanned downtime in manufacturing
<60s
from anomaly detection to root cause diagnosis
Most plants still respond to problems after they happen. Technicians spend hours triangulating across disconnected systems\u2014SCADA, MES, maintenance logs\u2014to find root causes that the data already contained.
Guild Insights connects the dots automatically. Machine telemetry, operator actions, and process history correlated in one system that acts before you need to ask.
Continuous equipment intelligence that bridges your existing controls architecture.
Edge gateways ingest machine telemetry. The platform detects anomalies, predicts failures, and alerts before the line goes down.
Correlates telemetry, video evidence, and operator history to find the real cause. Not just what broke—why it broke.
Drafts Structured Text and Ladder Logic with full rollback plans. Engineers review and approve—not write from scratch.
Bridges OPC-UA, MQTT, Modbus, EtherNet/IP. No changes to existing controls architecture required.

Natural language access to every data source. “Why did Line 3 go down yesterday?” gets a full root cause with video evidence, telemetry correlation, and recommended actions.
From anomaly to diagnosis to fix—before the line goes down
The platform acts in near real-time. One notification replaces 30 minutes of cross-system investigation.
Every rule traceable, every decision auditable
Full audit trail for every configuration change, every alert, every approval. Built for regulated environments.
Configurable autonomy levels
Start conservative—the platform recommends, you decide. Dial up automation as trust is earned.
See how Guild Insights turns reactive maintenance into continuous, autonomous operations.
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