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Vale's Aggressive Autonomy Scale-Up Validates Mixed-Fleet Economics
Vale plans to expand its autonomous fleet from 32 to 150 trucks in two years using Caterpillar's system across mixed fleets. The move validates OEM-agnostic economics - but it's not open autonomy. The vendor lock-in remains identical.
Jan 144 min read


Closing the Positioning Gap in Hard Rock Mining
In underground mining, the lack of GPS forces vehicle positioning to rely on estimation, not precision. Wheel slip of 2-10% causes drift errors that accumulate—up to 100 meters per kilometer—compromising ore grade control and production reconciliation. Advanced Navigation explores how laser velocity sensors overcome mechanical measurement limits by optically measuring velocity independent of wheel traction, enabling infrastructure-free navigation with sub-meter accuracy.
Jan 74 min read


HCM's Rithmik Investment Signals Shift Toward OEM-Agnostic Analytics
HCM's $3M investment in Rithmik Solutions represents a strategic bet on the data layer rather than hardware lock-in. With OEM-agnostic analytics working across mixed fleets without requiring new sensors, the move signals where value is shifting in autonomous mining. We examine three distinct OEM approaches - Caterpillar's ecosystem integration, Komatsu's electrification focus, and HCM's open platform strategy - and what this means for mines operating diverse equipment brands.
Dec 30, 20254 min read


Underground Autonomy Reaches the Last Human-Exposed Intervention Point
In the news: Normet's Autobreaker eliminates human presence at underground rock-breaking - one of mining's last unavoidable hazardous intervention points.
Dec 30, 20253 min read


The Flexibility Problem: Why ISO 23725 Doesn't Tell You Who Does What
ISO 23725 defines interfaces between FMS and AHS but deliberately leaves architectural responsibilities open—here's why that flexibility matters.
Dec 30, 20256 min read


All-weather autonomy: What real-world pilots teach us about resilient, open systems
Autonomous systems are often developed under ideal conditions—clean sensors, predictable environments, stable connectivity. Real-world autonomy faces rain, snow, fog, dust, and patchy networks. Sensible 4 draws from harsh-environment deployments to show why resilience must be engineered into architecture from day one—not added later. This analysis explores sensor diversity, graceful degradation, rapid deployment strategies, and why open platforms accelerate real-world learnin
Dec 19, 202512 min read


Democratizing Autonomy in Mining
Mining autonomy has long been limited to clean, uniform fleets—but that’s changing. This article explores how retrofit driving robots, modular autonomy layers, and standards like ISO 23725 are opening the door to practical, scalable autonomy across mixed fleets and brownfield operations.
Dec 3, 20256 min read


Fixtures in Manufacturing and Mobile Autonomy: Lessons in Constraining Variability
Where's the right balance between sensing intelligence and operational constraint? A fresh perspective on autonomous system design.
Nov 19, 20257 min read


Energy Meets Autonomy: Why CATL + EACON Could Change the Game
CATL and EACON’s partnership could mark a turning point for mining. With 2,000+ electric autonomous trucks already running, the question now is whether open standards can keep up—and shape a flexible, interoperable future for electrified autonomy.
Nov 11, 20253 min read


Vertical vs. Horizontal Integration: Choosing Where to Compete
Should you build everything yourself — or just what’s missing? Polymath’s Stefan Seltz-Axmacher shares hard-won lessons on vertical vs. horizontal integration, with practical advice for mining autonomy leaders.
Nov 4, 20253 min read


When Autonomous Trucks Meet Human Operators: The Co-Mingling Challenge
The real challenge in autonomous mining isn't the technology—it's what happens when autonomous trucks need to share space with human operators. Co-mingling is the operational reality for decades to come, and it's far more complex than most realize.
Oct 29, 20254 min read


EMESRT Level 9 in an Autonomous World: What Intervention Controls Do When There’s No Driver
Level 9 requires automatic intervention controls that can brake equipment when collision risks are detected. But what does that mean in a fully autonomous operation where there's no operator to warn? We explore how Level 9 functions as an independent safety layer, the role of ISO 21815 in open architectures, and why redundant safety systems matter even when sophisticated AI is driving the truck.
Oct 22, 20254 min read
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