The record
What the method has found in the field.
Each entry is a real deployment. Verified figures are labeled verified; everything else is identified opportunity, reported gross and not realized.
The platform identifies fuel waste in engines showing zero OEM fault codes. The fault code does not know anything is wrong.
Top-impact recordVerified pilot recovery on a commodity mine
244-ton MT4400 AC haul trucks. 0 OEM fault codes present. Identified repairs up to 16% above the engine-approved target. 80% of vehicles returned to operations with minimal or no repairs.
5.2% initial repair savingRead record
Identified opportunity across a working fleet
0 OEM fault codes present. Identified across 14 units.
5-12% identifiedRead record
Eight years, seventy-six vehicles, the record that started it
0 OEM fault codes present. 1,300+ tests. CAT C175 and 3516 platforms, 688 to 3,000+ HP. Methods SAE-filed.
76 vehicles · 8 yearsRead record
Excess CO₂ identified across a locomotive fleet
0 OEM fault codes present. Across 17 engines, 16 locomotives plus 1 secondary.
4% excess CO₂Read recordFully telematic ingestion, zero manual probes
0 OEM fault codes present. Zero manual probes required. ISO 8178-aligned baselines.
1,600+ telematic testsRead record