Pronto.ai Aims to End ‘Sensor Wars’ with Tailored Autonomy for Every Mine

SAN FRANCISCO, CA – February 05, 2026 – In a strategic move set to reshape the landscape of industrial automation, Pronto.ai, Inc. has unveiled the industry’s first tiered autonomous haulage system (AHS) portfolio. The launch of ‘Pronto Editions’ introduces two new systems, Pronto AHS VLR and Pronto AHS VLR 360, which join the company’s established Vision-Only platform. This expansion marks a significant departure from the one-size-fits-all approach that has characterized the autonomous mining sector, offering a customized architecture designed to meet the specific physical and economic demands of every operation, from regional aggregate quarries to the world's largest deep-pit mines.

The announcement follows a major operational success for the company. At Heidelberg Materials’ Lake Bridgeport quarry in Texas, Pronto’s Vision-Only AHS successfully hauled over two million tons of material using a mixed fleet of trucks in under eight months, establishing a new benchmark for cost-effective quarry automation. While that system remains the standard for accessible autonomy, the new editions are engineered to tackle the far more extreme challenges of ultra-class hard rock mining.

A Physics-First Philosophy

Pronto’s portfolio expansion is rooted in what the company calls a “physics-first” approach to autonomy. The logic is straightforward: the engineering required to safely operate a 100-ton truck in a relatively controlled quarry environment is fundamentally different from that needed for a 400-ton hauler operating 24/7 in harsh, unpredictable conditions. The immense kinetic energy of an ultra-class vehicle necessitates sensor detection ranges that exceed the capabilities of camera-based vision alone. Furthermore, the relentless operational schedules of global mining majors require perception systems that can function flawlessly through dense fog, heavy dust, and blizzard-like snow—conditions that can sideline optical-only systems and human operators alike.

“Autonomy is not a one-size-fits-all proposition,” stated Anthony Levandowski, CEO of Pronto, in the company's announcement. “The physics of stopping a 100-ton truck in a Texas quarry are radically different from stopping a 400-ton hauler in a Chilean blizzard. We proved that Vision is the killer app for quarries... Now, with VLR and VLR 360, we are bringing that same 'AI-First' intelligence to the world’s most challenging mining operations.”

The new tiered portfolio allows operators to select the system that best matches their specific needs:

• Pronto AHS Vision: The entry point, utilizing high-dynamic-range (HDR) cameras and an advanced AI software stack. It is designed for rapid deployment and the lowest total cost of ownership, making it ideal for quarries and aggregate producers seeking to automate existing fleets without significant capital expenditure.

• Pronto AHS VLR (Vision + Lidar + Radar): Engineered for major mining operations, this edition fuses camera-based semantic understanding with the geometric precision of long-range Lidar and the all-weather reliability of Radar. This creates a “fail-operational” system that ensures continuous production even in zero-visibility conditions that would halt a human-operated fleet.

• Pronto AHS VLR 360: The flagship offering for safety and complexity. It features a comprehensive 360-degree sensor array that digitizes the vehicle’s entire perimeter. This system is built for the largest haulers operating in congested, mixed-traffic zones, enabling complex maneuvering with an unparalleled degree of situational awareness.

Levandowski emphasized that this is not a retreat from the company’s confidence in its vision technology. “With the launch of Pronto Editions, we are declaring the end of the 'sensor wars',” he added. “We don't use Lidar because we can't do Vision; we use Lidar where it’s the right physics to solve specific customer problems.”

Redefining the Competitive Landscape

This tiered, OEM-agnostic strategy positions Pronto uniquely against the sector’s established giants, such as Caterpillar and Komatsu. These heavy equipment manufacturers have developed powerful, highly effective autonomous systems like Cat® MineStar™ Command and Komatsu FrontRunner, but they are often integrated into their own vehicle platforms. Pronto’s core value proposition is its ability to retrofit any haul truck, allowing mine operators to automate their existing, often mixed, fleets without being locked into a single brand.

This flexibility dramatically lowers the barrier to entry and protects a mine’s existing capital investments. The success at the Lake Bridgeport quarry, where Pronto’s system seamlessly operated both Caterpillar and Komatsu trucks on a single network, serves as a powerful validation of this model. It proved that autonomy no longer has to be a “one-brand luxury.” Further underscoring this trend, Komatsu itself has partnered with Pronto to offer the “Komatsu Smart Quarry Autonomous, powered by Pronto” solution for quarry-sized trucks in North America, signaling a willingness even among major OEMs to collaborate for specific market segments.

The company’s recent acquisition of SafeAI, another OEM-agnostic autonomy provider, further strengthens its position. The acquisition brings not only additional multi-sensor expertise but also a safety framework certified to ASIL D, the highest safety integrity level in the automotive industry, bolstering the safety case for its more advanced VLR systems.

The Economics of Tailored Automation

The economic argument for Pronto Editions is as tiered as the technology itself. For the Vision-Only system, the claim of delivering the “lowest total cost of ownership” is based on its simpler hardware, minimal site infrastructure changes, and rapid deployment time—often in weeks rather than the years required for some competing systems. This allows quarry operators to see a faster return on investment through labor savings, reduced tire wear, and lower fuel consumption.

For the more complex and costly VLR and VLR 360 editions, the return on investment is calculated differently. In large-scale, 24/7 mining operations, any downtime translates directly to millions in lost revenue. The primary economic driver for these systems is not just cost reduction but revenue protection and maximization. The ability of a VLR-equipped fleet to continue hauling material through a dust storm or heavy fog—when a human-operated fleet would be forced to stand down—provides a crucial productivity advantage that can justify the additional investment. This “fail-operational” capability shifts the economic conversation from simple cost savings to ensuring guaranteed uptime.

First deployments of the Pronto AHS VLR 360 system are already underway in production mining environments, with the technology capable of being fitted to the largest vehicles in the industry, including the Komatsu 980 and Caterpillar 798. This expansion demonstrates a clear path for Pronto to scale its technology from regional quarries to the most demanding and lucrative Tier 1 mining operations across the globe, fundamentally changing how the industry approaches automation adoption.