manufacturing-analytics
(7)
EthonAI
EthonAI (now branded Ethon) is a Zurich-based industrial AI company, spun out of ETH Zurich in 2021, that builds a Manufacturing Analytics System for factories. Its no-code platform layers on top of existing factory data sources to detect visual defects, monitor processes and run autonomous root cause analysis, using causal AI to explain what drives production variation. Customers including Siemens, Lindt & Sprüngli, Bosch and Roche use it to cut quality losses by up to 50% and raise productivity while keeping engineers in the decision loop.
Vivity AI
Vivity AI is an industrial AI company building software that connects the physical factory floor to real-time machine intelligence. Its containerized Vivity Edge platform plugs into standard PLCs, IIoT sensors and CCTV systems to run computer-vision and anomaly-detection models on-site - powering Safety AI for accident prevention and Analytics for equipment failure detection. Founded in 2022 with offices in the San Francisco Bay Area and Seoul, the company targets heavy industries like petrochemicals, energy, shipbuilding and heavy manufacturing, and is backed by South Korean strategic investor Hanwha Systems and Plug and Play.
Elan Greenberg
Elan Greenberg is the CEO of Augury, the Industrial AI company that listens to factory machines and predicts their failures before they happen. A former US Marine Corps captain who went from Morgan Stanley M&A to launching DoorDash's non-restaurant business to running operations at Flock Safety, he took the top job at the roughly $1 billion-valued Augury in October 2025 after a year as its COO. His through-line is operations at scale: taking proven technology and putting it in front of every customer who needs it.
Voltaiq
Voltaiq is a Berkeley-based enterprise software company that pioneered the category of 'battery intelligence.' Its Enterprise Battery Intelligence (EBI) platform automatically collects, cleans, and harmonizes data from battery test and production equipment, then surfaces the performance, quality, health, and safety insights engineers need to build better batteries faster. Founded in 2012 by UC Berkeley PhDs Tal Sholklapper and Eli Leland, Voltaiq is used by automakers, consumer-electronics giants, and energy-storage companies including Mercedes-Benz, Toyota, Amazon, Meta, and Sila to accelerate product development and catch defects weeks earlier than traditional QC.
Sight Machine
Sight Machine is an industrial AI company that turns the messy, unstructured exhaust of factory floors into a single live model of production. Its Manufacturing Data Platform connects machines, lines and plants - then runs AI on top so Global 500 manufacturers can see, decide and act in real time.
John Kibarian
John Kibarian is the co-founder, President, and CEO of PDF Solutions (NASDAQ: PDFS), a Santa Clara-based semiconductor analytics company he has helmed for over 35 years. Armed with a Ph.D. in Computer Engineering from Carnegie Mellon, Kibarian started building yield-improvement algorithms while still a researcher at SEMATECH - then turned those algorithms into a company. Today PDF Solutions generates $219 million in annual revenue helping chipmakers, test facilities, and battery manufacturers squeeze more quality out of every wafer, with flagship products like the Exensio Analytics Platform and the Sapience Manufacturing Hub driving AI-powered collaboration across global semiconductor supply chains.
Jon Sobel
Jon Sobel is the co-founder and CEO of Sight Machine, the industrial AI company he built from scratch in 2011 after a career spanning the law departments of Yahoo and Tesla and executive roles at CBS Digital and SourceForge. A Princeton and Wharton graduate who also holds a Michigan law degree, Sobel spent over a decade as one of Silicon Valley's most senior in-house lawyers before betting his career on a hunch: that factory floors, drowning in data they could not use, were the biggest missed opportunity in enterprise software. Sight Machine has since raised over $124M, operates in 20+ industries across 20+ countries, and in 2025 closed an equity investment from NVIDIA's venture arm — proving that a former general counsel with a journalism fellowship can, in fact, build a category-defining AI company.