Razor Labs Q1 2026 Summary Newsletter
By Razor Labs 5 min read SHARE AI in Mining Is Moving Faster Than Ever – And We’re Driving It Forward Q1 2026 kicked off with strong momentum across the mining industry, as AI continues to redefine how operations approach maintenance, reliability, and performance. At Razor Labs, we’re proud to be part of this shift – […]
Case Study: Aftercooler and Turbocharger Degradation Detected by DataMind AI in Komatsu 930E
By Razor Labs 5 min read SHARE Air intake and exhaust system failures in large haul trucks can silently degrade engine performance, leading to power loss and accelerated wear. DataMind AI continuously monitors intake manifold temperatures, turbocharger boost pressures, oil analysis results, air filter conditions, and maintenance records, enabling early detection of developing issues across […]
Case Study: Centrifugal Oil Filter Restriction Detected by DataMind AI in Komatsu 930E
By Razor Labs 5 min read SHARE Engine lubrication system restrictions in mining haul trucks can silently degrade oil quality and accelerate internal engine wear. When standard filter replacements fail to resolve pressure anomalies, the root cause often lies in secondary filtration components that are not part of routine service procedures. DataMind AI continuously monitors […]
Case Study: Air Intake System Degradation Detected by DataMind AI in Komatsu 930E
By Razor Labs 5 min read SHARE Air intake and exhaust system degradation in mining haul trucks leads to incomplete combustion, excessive soot formation, and accelerated engine wear. When multiple intake and exhaust parameters deteriorate simultaneously, the compounding effects can rapidly escalate toward engine failure. DataMind AI continuously monitors oil analysis soot and combustion indicators, […]
Case Study: Differential Lube Pressure Deficiency Detected in CAT 793D
By Razor Labs 5 min read SHARE DataMind AI continuously monitors differential lubrication pressure, OEM alarm events, filter condition indicators, and rear axle system performance on a CAT 793D haul truck. The system detected two low differential lubrication pressure alarms, combined with numerous differential filter switch alarms indicating clogging. Pressure telemetry showed an average differential […]
AI Predictive Maintenance for Haul Trucks: The Future of Mining Fleet Management
By Razor Labs 8 min read SHARE Estimate ROI Using Your Fleet Data We can model the potential savings for your specific fleet composition and operating conditions. Request a fleet assessment → [IMAGE: DataMind AI detection graph showing early failure warning] How AI Is Changing Mining Fleet Management Mobile fleet maintenance accounts for 40-60% of […]
Case Study: DataMind AI™ Detects Structural Looseness in Apron Feeder Motor
By Razor Labs 5 min read SHARE At the ferroalloys mining site, the Apron Feeder plays a critical role in regulating material flow and maintaining continuous upstream production. Drive A of the feeder is powered by a heavy duty motor operating under constant load conditions, where structural integrity is essential for stable operation. DataMind AI™ […]
Case Study: Combustion Imbalance Detected by DataMind AI™ in Komatsu 930E
By Razor Labs 7 min read SHARE Overview DataMind AI™ for Mobile Fleet was deployed across a large mining operation to monitor its haul truck fleet, including Komatsu 930E units, uncovering mechanical faults that OEM systems and alert overload had failed to detect. The failure in this case originated within the Engine Air & Exhaust […]
Case Study: Radiator Blockage Detected by DataMind AI™ in CAT 793D
By Razor Labs 7 min read SHARE Overview DataMind AI™ for Mobile Fleet was deployed at a large mining operation to monitor CAT 793D haul trucks and detect mechanical issues hidden beneath thousands of OEM alerts. In a single week, the CAT fleet generated 23,132 OEM alerts, including 655 on one 793D haul truck making […]
IMARC 2025 Keynote Panel: How Collaboration, Technology and Innovation are Accelerating Decarbonisation and Productivity
IMARC 2025 Keynote Panel: Innovation at the Core of Decarbonisation and Productivity By Razor Labs 6 min read SHARE https://youtu.be/wG3qHDVmEjQ?si=y8pLdsaMgEjRs3qs At IMARC 2025 in Sydney, Razor Labs’ Chief Business Officer, Tomer Srulevich, participated in a keynote panel titled “How Collaboration, Technology and Innovation are Accelerating Decarbonisation and Productivity.” The discussion brought together leaders from EY, […]
