Lyft Inc. (NASDAQ: LYFT) announced a collaboration with NVIDIA Corp. to integrate artificial intelligence technologies across its rideshare operations and autonomous vehicle development efforts, according to a company press release.

The partnership will involve three main areas of implementation. Lyft will use NVIDIA's AI supercomputing capabilities to enhance predictive modeling and rider-driver matching systems that process millions of daily rides. The company plans to integrate NVIDIA AI Enterprise suite, including Nemotron models, NeMo software, and cuOpt optimization tools.

For mapping capabilities, Lyft will implement vision-language reasoning and multimodal input technologies to improve driver guidance and routing safety. The company aims to use NVIDIA's Nemotron family models and Cosmos Reasons series to develop what it describes as an "Agentic AI mapping platform."

Lyft also plans to use NVIDIA DRIVE Hyperion as a reference architecture for future autonomous fleet systems. DRIVE Hyperion is NVIDIA's autonomous vehicle development platform that combines high-performance computing, multi-sensor processing, and safety-certified systems.

"This collaboration represents how AI infrastructure will be the backbone of modern mobility," said Siddharth Patil, executive vice president of Rideshare Experience & Marketplace at Lyft.

Rishi Dhall, vice president of NVIDIA Automotive Business, stated that the collaboration demonstrates "AI's power to solve real-world challenges at massive scale."

The announcement was made at the NVIDIA GTC AI Conference. Lyft operates rideshare services, bikes, scooters, and taxis across thousands of cities on six continents. The company recently acquired Freenow, which provides European operations and regulatory relationships.