Side-by-side comparison of AI visibility scores, market position, and capabilities
Level 4 autonomous trucking software company partnered with NVIDIA and International Motors for factory-built self-driving Class 8 trucks; SuperDrive system avoids the aftermarket retrofit approach of most AV trucking competitors.
Plus (Plus.ai) is an autonomous driving technology company headquartered in Cupertino, California, focused on Level 4 autonomous driving software for commercial heavy-duty trucks. The company develops SuperDrive, an AI-based autonomous driving system designed to run on NVIDIA DRIVE AGX Hyperion compute platforms installed in Class 8 long-haul trucks. Plus is notable for its OEM-integrated approach, working with truck manufacturers to build autonomous capability into vehicles at the factory rather than as aftermarket retrofits.\n\nIn 2025, Plus announced a major partnership with International Motors and NVIDIA to co-develop factory-built Level 4 autonomous Class 8 trucks, combining International's vehicle manufacturing expertise with SuperDrive software and NVIDIA's AI compute architecture. This factory-integration strategy differentiates Plus from competitors who primarily retrofit existing trucks and is expected to reduce deployment complexity and improve safety certification timelines.\n\nPlus operates driverless testing on public highways in California, Texas, and select European routes, and has completed commercial pilot deployments for freight partners in the US and China. The company has raised significant venture capital and counts logistics companies among its early commercial partners. Unlike Aurora, which went public via SPAC, Plus has remained private and is positioning for growth through partnerships rather than a standalone commercial trucking network.
Passport is the leading mobility management platform for cities and universities; serves 1,000+ municipalities in North America with mobile pay parking, enforcement, and curb management; raised $200M+ including a $90M round.
Passport is a Charlotte, North Carolina-based mobility software company that provides end-to-end digital management platforms for parking and transportation operations. Its product suite covers mobile pay parking, parking enforcement, digital permitting, payments, and curb management — all integrated into a single platform that gives cities, universities, and private operators centralized data and actionable insights across their mobility assets. More than 1,000 municipalities in North America, including Boston, San Francisco, Charlotte, and Pittsburgh, rely on Passport as their primary operating system for managing public parking and curb access.
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