How Digital Twins Improve Maintenance and Asset Management

by | Sep 18, 2026

Asset-intensive organizations have no shortage of equipment information. OEM manuals contain specifications, components, spare parts, and diagrams. EAM systems contain asset records and maintenance history. The challenge is making that information easy to access when...

INDUSTRIAL DOCUMENT EXTRACTION FOR BETTER ASSET DATA

by | Sep 11, 2026

Most asset data problems do not start in the EAM. They start in the documents surrounding it. An OEM manual may contain specifications and spare parts information for critical equipment. A nameplate photo may hold manufacturer, model, and serial number data. Supplier...

How Better Asset Data Improves Maintenance and Reliability

by | Sep 4, 2026

Asset-intensive organizations invest heavily in EAM systems, predictive maintenance, digital twins, and other technologies designed to improve reliability. But the value of those tools depends heavily on the quality of the asset information supporting them. When asset...

The Asset Data Problem Across Asset-Intensive Industries

by | Aug 28, 2026

Oil and gas, utilities, mining, and manufacturing operate in very different environments. The equipment changes, the maintenance challenges change, and the consequences of downtime look different. But across each industry, the same asset data problem continues to...

Why Mining Operations Cannot Afford Bad Asset Data

by | Aug 14, 2026

The conveyor stopped at 6am. Third time this quarter. The maintenance team knows the belt drive has been struggling. They flagged it twice. Both times the work order was closed without the root cause documented because the technician who did the repair retired and...