How targeted expert input stabilized reliability in a high-wear area without major capital spend.
A production line operating in a high-wear environment was experiencing frequent unplanned downtime due to liner failures. Replacement intervals were inconsistent, and failures often occurred before planned maintenance windows.
The initial assumption was that materials were inadequate. However, expert review revealed that wear patterns were uneven, driven by alignment and flow conditions rather than material strength alone.
InnoAGENT guidance focused on three actions: targeted inspection of high-stress zones, adjustment of operating practices, and selective material upgrades where wear concentration was highest.
Rather than redesigning the system, the team refined maintenance intervals and inspection criteria. This reduced surprise failures and improved predictability.
Downtime decreased, maintenance effort stabilized, and overall cost exposure was reduced—without capital replacement.