Led · Series A · Sep 2022

InsightFinder AI builds an AI observability platform that detects, diagnoses, remediates, and helps prevent failures across data, models, and infrastructure. Its newest product, Autonomous Reliability Insights, combines unsupervised machine learning, proprietary large and small language models, predictive AI, and causal inference in a data-agnostic base layer that ingests and correlates full data streams to arrive at root causes. The company traces its origins to 15 years of academic research and has been applying ML to infrastructure monitoring since 2016 under founder and CEO Helen Gu. InsightFinder serves enterprise customers including UBS, NBCUniversal, Lenovo, Dell, Google Cloud, and Comcast and reports revenue that has grown over threefold in the past year. The team is currently fewer than 30 people and plans to hire its first dedicated sales and marketing staff as part of its go-to-market expansion. It competes with incumbents and peers such as Grafana Labs, Fiddler, Datadog, Dynatrace, New Relic, and BigPanda.

Participated · Seed · Dec 2021

Appaegis builds a data-centric zero trust access security platform that federates identity and authorization to secure access to applications and distributed data. Its cloud-delivered, platform-agnostic solution uses automated resource discovery, federated identity, comprehensive visibility, and an isolation-based approach to reduce operational complexity, mitigate data-loss risk, and help meet compliance objectives. The product integrates data security, ransomware protection, and multi-cloud support, and emphasizes ease of implementation to close gaps created by network-centric architectures. The company is headquartered in Palo Alto, Calif. Appaegis plans to use the new capital to accelerate customer acquisition, increase the pace of innovation, and grow the team. The company announced it raised $7.7M in seed funding.

Participated · Series A · Jan 2018

Pony.ai develops autonomous driving systems and partners with automakers to deploy vehicle autonomy. Founded in 2016 and based in the US and China, the company works with Toyota, GAC, SAIC Group, Sany Heavy Industry and FAW Group. Pony.ai has registered with the China Securities Regulatory Commission for a US IPO and plans to issue up to 98.15 million ordinary shares on Nasdaq or the NYSE. Its most recently disclosed financing was a $100M investment from Neom in October 2023; the post‑money valuation from that round was undisclosed. The firm was valued at $8.5 billion after its March 2022 Series D. GAC's recent board approval to invest $27M in Pony.ai (part of a combined $104.8M allocation to Pony.ai and Chenzhi) indicates continued strategic interest from Chinese automakers. Pony.ai is a Chinese autonomous vehicle startup that develops autonomous driving technology. The company operates fully driverless vehicles in Beijing and Guangzhou and holds licenses to operate driverless cars in Beijing, Guangzhou, Shanghai and Shenzhen. Pony.ai plans to establish a regional R&D and manufacturing headquarters as part of a joint venture with Neom. Under the JV, Pony.ai and Neom will develop, manufacture and deploy autonomous vehicles and smart infrastructure in Neom and key markets in the Middle East and North Africa. Pony.ai received $100 million from Neom as part of the deal. The tie-up comes amid increasing cooperation between Saudi Arabia and Chinese companies around technology and scientific innovation. Pony.ai develops autonomous-driving software and a robotaxi network platform to deploy fully driverless robotaxis. The company plans to scale commercial robotaxi operations in China through a partnership with Toyota and a capital infusion. Toyota will supply an unspecified number of EVs and Pony.ai will outfit them with its autonomy stack and network technology. Pony.ai has raised more than $1 billion since its 2016 founding and claimed an $8.5 billion valuation in 2022. The company has faced regulatory and operational setbacks, including a suspended California driverless testing permit, a software recall, executive departures, and litigation over alleged trade‑secret theft. Despite those challenges, Pony.ai and Toyota intend to begin their partnership this year to accelerate production of driverless robotaxis. Pony.ai develops autonomous driving systems for robotaxis and trucking, operating tests and limited passenger pilots in both China and the U.S. The company was founded in 2016 and now has a global team of over 1,000 staff. Pony runs tests in Beijing, Shanghai, Guangzhou and Shenzhen as well as Fremont and Irvine, California, and its robotaxis have been allowed to charge passengers in a pilot zone in suburban Beijing. The firm has faced operational and regulatory setbacks, including a suspended driverless test permit in California and a reorganization that dissolved its U.S. trucking unit. Financially, Pony said it is well‑financed and, after a Series D-1, has close to $1 billion in balance sheet liquidity. Management says proceeds will be used to expand hiring, open new testing and operation sites, advance strategic partnerships and rapidly grow its fleet. Pony.ai develops a full-stack autonomous driving platform (PonyAlpha) that uses lidars, radars, and cameras to detect obstacles up to 200 meters for robo-taxis, trucks, and freight delivery. The company has tested its systems since April 2019 and runs test vehicles in Fremont, California and Beijing and Guangzhou in China. Pony.ai aims to deploy level 4 vehicles in predictable environments—industrial parks, college campuses, and small towns—with a tentative deployment window of several years. It has driven over 1.5 million autonomous kilometers as of year-end 2019 and delivered more than 15,000 packages in California during the COVID-19 crisis. Pony.ai holds an autonomous vehicle testing license in Beijing and a robo-taxi operations permit from the California Public Utilities Commission. It maintains partnerships and pilots with Via and Hyundai (BotRide), Bosch (fleet maintenance), FAW and GAC Group (vehicle development), and On Semiconductor (machine vision).