Avoiding Costly Mistakes When Evaluating Manufacturing Technologies

For AVEVA World 2026 attendees responsible for selecting, scaling, or rolling out manufacturing technology across continuous operations.

Most enterprise manufacturers do not fail for lack of options. They fail because early evaluation decisions — pilot scope, vendor selection, integration assumptions — create long-term operational and control debt that is expensive to unwind once a tool is in production across multiple sites.

Where Enterprise Technology Evaluations Break Down

In continuous manufacturing, technology initiatives most often underperform because they:

• Rely on pilot results that do not reflect steady-state operations or real disturbances
• Sit above the control layer without improving stability or variability
• Add operator workload, alarms, or hidden risk
• Do not scale cleanly across units, sites, or DCS environments

An Enterprise Evaluation Lens

This brief is a practical reference for teams evaluating manufacturing technology where control performance, scalability, and long-term sustainability matter more than pilot-week metrics.

It outlines the most common evaluation traps and a framework for selecting solutions that hold up under real plant conditions — not just the conditions a vendor demo was built around.

AVEVA World 2026 Context

AVEVA World attendees are typically further down the digital path than most. Historians, platforms, APC, optimization initiatives, and AI projects are already in motion. What is easier to miss is whether the control layer underneath all of that is healthy enough to support it. Underperforming PID loops quietly cap the value of every optimization layer above them, and most evaluation frameworks never look down that far.

Learn How Enterprise Teams Approach Control Loop Performance Monitoring

See how enterprise teams evaluate and deploy PlantESP.