Waymo

The Case for Autonomous Private Vehicles and the Software Market

IDTechEx, along with many other industry experts, are expecting robotaxis to become a common sight in major cities over the next twenty years. The business case for robotaxis, although not without its obstacles, is compelling. However, in the meantime, there will still be billions of privately owned vehicles on the roads. This article considers the case for autonomous private vehicles and the software market: from adaptive cruise control to true autonomy, everywhere.

Baidu Apollo

Baidu Apollo is the world's largest autonomous driving open platform and a leading provider of autonomous driving technologies in China. As the autonomous driving division of Baidu, one of China's largest technology companies, Apollo is often described as the training ground for China's autonomous driving talent.

Motional

Motional, originally nuTonomy, is a company developing autonomous vehicle technology. It was originally a joint venture between Hyundai and Aptiv.

The Robotaxi Race is Heating Up Globally in 2025

2025 has yielded massive jumps in autonomous vehicle technology, both in hardware and software. IDTechEx's report, Autonomous Driving Software and AI in Automotive 2026-2046: Technologies, Markets, Players, forecasts a more than 1,000 times increase in software-related revenue for autonomous vehicles from 2026 to 2046.

Is End-to-End the Endgame for Level 4 Autonomy?

As software becomes an increasingly important differentiator and component of autonomous driving, the term 'end-to-end' has been used to describe a new approach to autonomous driving software. End-to-end autonomous driving systems are defined by the input of raw sensor data into a deep learning model, and outputting vehicle control commands such as steering, acceleration, and braking. This represents a paradigm shift from the traditional modular software approach used in autonomous vehicles.

CPUs, GPUs, and AI - Exploring High-Performance Computing Hardware

The use of graphics processing units (GPUs) within high performance computing (HPC) has been increasingly adopted since the introduction of generative AI and large language models, as well as advanced memory, storage, networking, and cooling technologies. A major catalyst for growth has been the integration of AI into HPC workflows, where a convergence of the two unlocks opportunities in various fields by combining the powerful computational power of HPC with the intelligent data processing and "decision-making" of artificial intelligence.

Robotaxis on the Rise - IDTechEx Explores Autonomous Vehicles

Robotaxis are proving they can offer driverless services in certain cities, as a means of accessible and modern public transport. In 2023, IDTechEx reports that 9 million registered autonomous vehicle miles were logged across the state. Key leaders in this commercial autonomous vehicle and robotaxi space are Waymo, having submitted half of all the miles recorded in California to date, and Cruise, which, although accounted for 30% of these miles, has recently been shut down.

The Story of Cruise and How Its Loss Impacts the Robotaxi Industry

IDTechEx predicts that 2024 and the coming couple of years will be seen as the hockey-stick moment for robotaxis. Companies across the US and China are preparing for a mass roll-out of services. Cruise was one of the early leaders in robotaxi development, getting off to a good start and attracting the attention of General Motors who acquired the company in 2016. However, in December 2024 it appears that GM and Cruise's robotaxi endeavour is coming to a premature end.

Robotaxi Players, Funding, and Case Studies

IDTechEx has diligently tracked the robotaxi industry and has data on more than 30 players related to the industry. In this premium article, IDTechEx discusses which companies it thinks are leading the field and highlights their successes so far.

The Autonomous Car Industry in 2024: Three Key Takeaways

Autonomous driving technologies have seemingly been on the horizon for the last decade, maybe more. Over the past four years, level 3 technologies have been certified for consumer use on public roads, hands-off/eyes-on driving has solidified as a market segment, and commercial driverless robotaxi services have become available to the public.

Autonomous Vehicle Industries Now and in 10 Years

Over the past couple of years, IDTechEx has reported on the emergence of commercial robotaxi services but has always needed to caveat this with the fact that they have been heavily restricted. Well, in 2024, the shackles are coming off, and the industry is getting ready for take-off.

Swaayatt Robots

Swaayatt Robots is an autonomous driving software developer that is using India as a development and proving ground. India provides a wide variety of challenging scenarios that push the limits of autonomous driving capabilities. Showing that a system works in India shows that it can work almost anywhere.