Ghost Autonomy

Ghost Autonomy, a startup developing autonomous driving software for automaker partners, shut down worldwide operations on April 3, 2024.¹³⁵⁷ The company had raised nearly $220 million and employed about 100 people across Mountain View, Dallas, and Sydney.¹³⁵⁷ Ghost Autonomy cited the uncertain path to long-term profitability given the funding climate and long-term investment required for autonomy development as reasons for the shutdown.¹³⁵⁷

Timeline

Money raised

Ghost Autonomy raised a $9 million Series A round in July 2017 led by Sutter Hill Ventures.⁸⁹ In August 2018, Ghost Autonomy raised a $22.5 million Series B round at a $109.76 million post-money valuation, with Khosla Ventures and Sutter Hill Ventures as lead investors.⁸⁹ Ghost Autonomy made its public debut in 2019 with $63.7 million in total investment from investors including Keith Rabois at Founders Fund, Vinod Khosla at Khosla Ventures, and Mike Speiser at Sutter Hill Ventures.¹⁵⁷ In November 2019, Ghost Autonomy raised a $32.9 million Series C round from Founders Fund, Khosla Ventures, and Sutter Hill Ventures.⁸⁹ In January 2021, Ghost Autonomy raised a $100 million Series D round led by Sutter Hill Ventures with participation from Founders Fund and Coatue, at a $574 million post-money valuation.¹³⁸⁹ In February 2023, Ghost Autonomy raised a $50 million Series E round at a $100.92 million post-money valuation, according to Forge Global data.⁹ In August 2023, Ghost Autonomy closed a $55 million down round that included early investors Keith Rabois at Founders Fund and Mike Speiser at Sutter Hill Ventures.¹³⁵⁷ In November 2023, Ghost Autonomy received a $5 million investment from the OpenAI Startup Fund, bringing its total funding to $220 million.¹³⁵⁷¹⁰

Investors named in the sources: Sutter Hill Ventures¹³⁵⁷⁸⁹, Khosla Ventures¹⁵⁷⁸⁹, Founders Fund¹³⁵⁷⁸⁹, Coatue¹³⁸⁹, OpenAI Startup Fund^1357810.

What happened

Ghost Autonomy was founded in 2017 as Ghost Locomotion.¹⁵⁷⁸ The company aimed to develop a kit that would allow privately owned passenger vehicles to drive autonomously on highways.¹⁵⁷ Ghost Autonomy made its public debut in 2019 with $63.7 million in total investment and a plan to deliver the technology in 2020.¹⁵⁷ The company missed its 2020 deadline to deliver the highway autonomy kit.¹³⁵ In 2021, Ghost Autonomy raised $100 million and shifted its focus to crash prevention technology with a universal collision avoidance system.¹³⁵⁷

The company's approach involved tracking the movement of clusters of pixels in a scene rather than recognizing and categorizing objects.¹ In 2023, Ghost Autonomy closed a $55 million down round that included early investors Keith Rabois at Founders Fund and Mike Speiser at Sutter Hill Ventures.¹³⁵⁷ In November 2023, Ghost Autonomy partnered with OpenAI through the OpenAI Startup Fund, gaining early access to OpenAI systems and Azure resources from Microsoft, and received a $5 million investment from OpenAI.¹³⁵⁷¹⁰ Ghost Autonomy announced plans to explore the applications of multimodal large language models (LLMs) in self-driving.¹³¹⁰ CEO John Hayes argued that LLMs offered a new way to understand 'the long tail' by adding reasoning to complex scenes.¹

Experts were skeptical of the LLM approach.¹ Ghost Autonomy completed a highway driving product and was moving into urban environments through last-mile delivery, according to CEO John Hayes.¹ The company employed about 100 people and had operations in Mountain View, Dallas, and Sydney.¹³⁵⁷ On April 3, 2024, Ghost Autonomy shut down worldwide operations and wound down the company.¹³⁵⁷ The company posted a note on its website stating that the path to long-term profitability was uncertain given the current funding climate and long-term investment required for autonomy development and commercialization.¹³⁵⁷

CEO John Hayes said the years required to bring the product to market could not be financed.¹ The company stated it was exploring potential long-term destinations for its team's innovations.¹³⁵⁷ In October 2024, Applied Intuition acquired Ghost Autonomy's patent portfolio for an undisclosed price, according to Multiples.vc.⁸

Where the founders are now

Ghost Autonomy was co-founded by John Hayes and Volkmar Uhlig.⁸ John Hayes served as CEO of Ghost Autonomy.¹³¹⁰

Sources

1. Exclusive: OpenAI-backed Ghost Autonomy shuts down, TechCrunch, 2024-04-03
2. Client Challenge, sfgate.com, Apr 4, 202
3. Autonomous driving startup Ghost Autonomy gives up the ghost - SiliconANGLE, SiliconANGLE, 2024-04-04
5. Ghost Autonomy, a startup that focused on developing ..., autotechinsight.spglobal.com
7. End of the road: Ghost Autonomy, with OpenAI support, shuts down, The Daily Star
8. Ghost Autonomy Acquisition, Valuation, Funding & Investors | Multiples, multiples.vc, 7 days ago
9. Ghost Autonomy IPO Timeline and Financing Details - Forge, forgeglobal.com
10. Ghost Autonomy: $5 Million Raised From OpenAI Startup Fund, Pulse 2.0, 2023-11-14
13. Tesla's bet on robotaxis is a long way from paying off, reuters.com, Apr 6, 202

How this case file was put together

Every statement on this page carries a numbered note, and every note points to a court record, a regulatory filing or a named publication in the list of sources. Each statement was checked against the text of the sources it cites before it was published: a figure, a date or a name the cited source does not contain was cut rather than kept. Allegations are shown as allegations, with their status at the time of the source (filed, charged, convicted, pleaded, settled, dismissed or pending). Quoted lessons are the words of the person or publication named with them, copied from the cited source; nothing here is our own opinion of why the company failed.

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