AI Start-up Anvil Robotics Raises US$6.5 Million

Anvil Robotics, an artificial intelligence startup operating across Taiwan and Silicon Valley, announced on April 2, 2026, that it has raised $6.5 million in funding to build a composable modules platform for physical AI development.

The company is developing a modular stack that integrates hardware, software, and data tools. This approach is intended to reduce the need for robotics teams to build core infrastructure from scratch, specifically targeting the development of controllers, teleoperation systems, and data pipelines.

Reducing Robotics Infrastructure Barriers

The platform aims to make advanced robotics systems more accessible by offering interoperable components and open hardware designs. According to CEO and co-founder Mike Xia, the goal is to provide physical AI teams with a state-of-the-art stack that works out of the box, lowering the capital and time requirements for development.

Xia noted that robotics builders often spend significant time piecing together cobot arms, grippers, and software libraries. He described the Anvil platform as Legos for robots, suggesting that setups which previously required large, experienced teams to assemble can now be managed by individuals with smaller budgets, such as graduate students with lab funding.

Anvil is building a modular platform that gives every Physical AI team access to the same state-of-the-art stack — hardware, software, and data tools that work together out of the box

Mike Xia, CEO of Anvil Robotics

The company’s hardware strategy emphasizes builder-friendly designs that avoid tightly controlled vendor dependencies to further accelerate the development cycle for AI teams.

Funding and Investment Structure

The total funding of $6.5 million includes a seed round led by Matter Venture Partners and Humba Ventures. Other participants in the funding include Supercharge.vc, Spacecadet, Position Ventures, DNX Ventures, and Vivek Sodera, the founder of Superhuman.

The financial history of the eight-month-old startup includes a $5.5 million seed round and a previous $1 million pre-seed investment from Matter Venture Partners in 2025.

Operational Model and Manufacturing

Founded by Mike Xia and CTO Vijay Pradeep, Anvil Robotics is based in San Francisco but maintains a significant operational presence in Taiwan. This geographic distribution allows the company to act as its own manufacturer.

The startup offers both prebuilt kits and customization options via its website. Because of its manufacturing capabilities in Taiwan, Anvil Robotics can ship custom robots to customers within one to two days using air freight.

The founders established the company after spending six months consulting with various businesses. They found that many physical AI teams, regardless of company size, were spending over six months assembling prototypes from disparate robot arms, cameras, and open-source libraries.

Xia stated that while companies with nine-figure R&D budgets can afford to custom design every aspect of their hardware and software, Anvil Robotics is positioned to support teams that do not have such extensive resources, aiming to make the physical AI industry more accessible.