Failure Analysis and Risk Mitigation
Understand how failures emerge by analysing causal dependencies across systems. Identify critical drivers early and reduce risk through informed, proactive interventions.
Decision Support and Process Change in Craft Distillery with Intelligent Shopfloor’s Deterministic Industrial AI
Assess the impact of process changes before implementation. Compare alternatives, anticipate downstream effects, and make confident decisions using causal reasoning.
Predictive Maintenance Transformation for Ammonia Compressors in Chemical Manufacturing
In chemical manufacturing, ammonia compressors are critical assets. A leading producer faced high vibrations (0.4677 in/s) and electrical imbalances. Using Intelligent Shopfloor’s Causal AI, they identified root causes and simulated fixes. This reduced vibrations by 55% and MTTR by 40%, moving the plant from reactive to proactive maintenance.