Four hours into troubleshooting a process failure, Maya finally found it—a flow transmitter tagged as FT-1021 in the P&ID diagram, FIC-1021 in the Aveva PI historian, and listed with a completely different equipment ID in the SAP maintenance records. The issue had been causing intermittent failures for over a week, costing her team thousands in lost production before she could even begin investigating.

This is about the costly digital disconnect between your engineering diagrams and operational systems that silently drains productivity and creates safety risks across your operations.

While digital transformation accelerates across industrial operations, the critical engineering diagrams like P&IDs remain isolated islands of information—technically correct but disconnected from the systems that run your business.

The consequences extend beyond wasted time: maintenance delays, compliance risks, incorrect analytics, and ultimately, decisions based on misaligned data that could cost millions.

We are building Asset Language to make this a reality.

We help you transform P&IDs from static specifications into actionable digital models and assets which are then connected to your data historian and operational data systems.

The result:

When all equipment has the same identification across systems, plant workers can troubleshoot problems immediately, prevent production losses, and communicate clearly between maintenance, engineering, and operations teams no matter which system they use.

Connecting engineering diagrams to data systems means everyone works from the same information source, turning technical diagrams into practical tools that improve safety, efficiency, and compliance while giving data teams reliable information to predict problems, calculate true equipment costs, and make smarter decisions about maintaining and improving plant operations.