Reciprocating compressors are the heavy lifters of the industry, but they’re currently managed by a process stuck in the manual era. When a single component failure can burn a $500,000 hole in the budget, having experts spend four hours squinting at waveforms for every machine isn't just slow—it’s a massive operational liability. In a high-stakes environment where every minute of downtime counts, this manual workflow has become a bottleneck that simply cannot scale.