Headquartered in Seoul and anchored inHouston, TX, onepredict delivers GUARDIONE®, a “DigitalExpert” built to keep refineries and midstream assets running. The platform ingests data plants already collect—motor‑current signatures, dissolved‑gas reports, vibration spectra, historian tags—and uses deep‑learning models trained on millions of machine‑hours to surface early warnings and prescriptive work orders.

Three targeted modules address oil‑and‑gas equipment with the highest downtime costs. guardionemotor attaches a palm‑sized DAQ in the MCC, monitoring thousands of pump and compressor drives for stator‑winding shorts or bearing wear; engineers at a top‑three global refinery credit the tool with eliminating surprise trips during a major turnaround window. guardionesubstation analyzes transformer oil‑gas trends and loading history to flag incipient faults at roughly98% accuracy—performance that led one of South Korea’s four largest integrated oil companies to license the system fleet‑wide. guardioneturbo fuses vibration and DCS data (including feeds from BentlyNevada racks) to predict surge, imbalance, or seal failures in gas turbines and large process compressors; one refinery saved an estimatedUS$700k by preventing seven days of unplanned downtime.

Across refining, LNG, and petrochemicals, clients report double‑digit reductions in unexpected outages and maintenance‑budget cuts of up to30%—all without installing new sensors. Backed by a US$25million SeriesC and a growing Houston reliability team, onepredict offers the fastest bridge from calendar‑based maintenance to AI‑driven resilience in the patch.