GARDENA, CA, Nov 10, 2026 – Neuron Industries has announced a $10 million seed round to develop and ship industrial control hardware and software that use AI to generate control code and test machine behavior before deployment. The funding follows the company’s public launch in Aug’2027. FCVC and Obvious Ventures co-led the round, with participation from Y Combinator, Thin Line Capital, Zee Prime Capital and Founder Factor.
Neuron is developing its Cortex AI Controller and Synapse development environment for engineers designing new machines, production lines and factories. The system allows users to describe machine behavior and build user interfaces in English language, generate readable control code and test machine operations in simulation before deployment.
“America’s next generation of factories won’t be running on the last generation’s programming tools,” said Dennis Ren, co-founder and CEO of Neuron Industries. “For too long, automation incumbents have left engineers to navigate vendor-specific programming tools, fragmented software, and steep learning curves. We’re rebuilding the controller and its software together around modern hardware and AI, so more engineers can program, test, and deploy the machines they’re building. Industrial automation is overdue for a fundamental rethink, and we’re delivering it.”
AI-Assisted Control Development
Neuron focuses on manufacturers establishing control systems during the initial design of machines and production facilities. Its development tools support programming, simulation and commissioning, addressing challenges associated with vendor-specific programming environments.
The company also cites workforce changes as a factor affecting industrial automation. The Manufacturing Institute estimates that U.S. manufacturers will need to replace 2.8 million retiring workers by 2033.
“Engineers need to understand and verify what their machines will do,” said Kenneth Rhee, co-founder and CTO of Neuron Industries. “With Neuron, they can inspect and modify the code AI generates, then test its behavior in simulation before deploying it to equipment. That lets teams move faster while keeping the irreplaceable engineering judgment at the center of the process.”
Industrial Machinery Applications
Neuron has applied its technology to an existing production line at CureWood Engineered Building Products. The company replaced a 1991 Siemens S5 controller on a finger-jointing line with 189 hardwired input and output points.
The project used Neuron’s AI-assisted process to convert existing programmable logic controller (PLC) programs into new control logic. According to Neuron, the work required approximately three hours of combined human and AI-agent engineering and eight hours of downtime.
Neuron reported completing the project nearly 10 times faster and at a fraction of the cost compared with system integrators using conventional technology. The company said the production line operated successfully on its first power-up.
Neuron also reports serving as the industrial automation system of record for more than a dozen manufacturing startups, including Rise Reforming, Radify Metals, Lazarus Energy and Nox Metals.
“We’re developing turbines to help meet growing demand for electricity, and every test helps us improve the design,” said Luke Malcolm, co-founder and CTO of Lazarus Energy. “Neuron helped us get our prototype ready for testing 10 times faster than other systems. Their tools let us make changes and solve problems faster, so we can put what we learn from one test straight into the next.”
Product Development and U.S. Manufacturing Plans
The seed funding will support the development and shipment of Neuron’s industrial control products, beginning with the Cortex AI Controller (AIC). The company plans to expand its product range with its own input/output (I/O) hardware and human-machine interface (HMI) displays.
“Reindustrialization will be measured by what new factories produce,” said Mo Islam, partner at Obvious Ventures. “We backed Neuron because we see industrial controls as a massive opportunity to shorten the path to and change the economics of bringing new manufacturing capacity online. I worked closely with the Neuron team during their tenure at Freeform, and am excited to partner with them again.”
Neuron plans to release Cortex in Q1, 2027 and add U.S. production capacity for the controller shortly afterward.
Source: Neuron Industries
About Neuron Industries
Neuron Industries is an industrial automation company founded in May 2026 by Dennis Ren and Kenneth Rhee and headquartered in El Segundo, CA. The company develops industrial control hardware and software, including Cortex Mini and Cortex controllers. Both use Synapse, a software platform for programming, simulation, testing and equipment monitoring. Synapse uses AI to generate Python control programs from written instructions. The controllers support industrial communication protocols, including EtherCAT and Modbus TCP. Neuron serves manufacturers, machine builders, automation engineers and system integrators. Its products support machine retrofits, robotic systems and industrial equipment control. The engineering team includes former employees of Apple, Tesla, Rivian, Amazon, Blue Origin, General Atomics and Freeform, along with a controls researcher from UCSD.
