

ToPerform
Physics-informed AI with embedded sensors detects fouling and flow disruption in industrial pipelines
ToPerform: non-intrusive monitoring that detects process disruption and fouling before production is affected. ToPerform helps process operators in oil & gas, petrochemicals, specialty chemicals, food & beverage, and maritime to transform flow disruption and fouling management from reactive maintenance to real-time actionable insights. From a hidden cost into a managed variable. Fouled heat exchangers, reactors, and pipelines are among the largest, least visible drivers of excess energy use across heavy industry. Our technology combines non-intrusive sensor data with physics-informed AI models to create a real-time fingerprint of what is happening inside an industrial process, providing operators the real-time visibility they need to clean smarter, run longer, and cut the carbon cost of degradation. The approach is validated through a 18-month deployment at a global chemical leader in the Netherlands.
Fabian Compagner
CEO
toperform.ai / May 23, 2025