After spending millions on an enhanced oil recovery (EOR) infrastructure, including CO2, compressors, pipelines, injection wellheads, and fluid separators, Chaparral began to see its long-term investment pay off as oil production increased. However, when a CO2 compressor fails, CO2 volumes to the pipeline plummet by 50% or more. The operator needed predictive intelligence to prevent such an event.