Schematik Is 'Cursor for Hardware.' Anthropic Wants In
Amsterdam-based developer Samuel Beek built an AI-powered tool called Schematik that guides non-engineers through building real physical hardware devices, and Anthropic has taken notice. The startup just landed $4.6 million from Lightspeed Venture Partners, signaling that the har...
Samuel Beek's origin story for Schematik starts with a blown fuse, or rather, every blown fuse in his house. According to Wired's coverage of the Amsterdam-based developer, Beek asked ChatGPT to help him wire an electric door opener, the chatbot confused wet and dry connections, and the resulting power surge took out his entire electrical system. That single expensive mistake sent him searching for something better, and what he built instead is now attracting serious money and serious attention from one of the most powerful AI companies in the world.
Why This Matters
The AI coding assistant market has been almost entirely focused on software since GitHub Copilot launched in 2021, and Schematik is the first well-funded attempt to drag that category into the physical world. Hardware bugs do not just crash apps; they fry circuits, blow fuses, and in worst-case scenarios, start fires. Beek's $4.6 million raise from Lightspeed Venture Partners, combined with Anthropic's reported interest, suggests investors finally believe AI reasoning is reliable enough to point at a soldering iron. If Schematik works at scale, it opens up a market of electronics hobbyists, IoT developers, and product prototypers who have been completely underserved by every coding AI released so far.
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The Full Story
Beek did not set out to build a startup. He wanted a door opener. The Amsterdam developer, by his own admission not a hardware person, turned to ChatGPT for help designing and wiring the device. The chatbot gave him confident instructions that turned out to be fundamentally wrong about how electrical connections work, specifically around the difference between wet and dry circuits. The resulting power surge wiped out every fuse in his home. Rather than walking away from hardware entirely, Beek treated it as a design problem worth solving.
He switched from ChatGPT to Anthropic's Claude, which he found better suited to the nuanced reasoning that hardware wiring demands. He then built a purpose-built interface around Claude's capabilities and called it Schematik. The core pitch is deceptively simple: describe what physical device you want to build, and the tool figures out every component you need, links you to places where you can buy those parts, and then walks you through the assembly process step by step. It is vibe coding, the practice of building software through conversational AI prompts, applied to electronics.
Beek posted about the concept on X in February, and the response surprised him. Tinkerers and builders started using it immediately and sharing what they made. Marc Vermeeren, who leads branding at N8N, a European AI automation company, became one of the more visible early adopters. Vermeeren used Schematik to build an MP3 player and a small Tamagotchi-style device he named Clawy, which was designed to help him manage Claude coding sessions. The Clawy design caught on with other builders, including one person who recreated it with a face resembling Paulie Walnuts from The Sopranos.
The grassroots adoption validated what Beek had suspected: there is genuine demand for AI guidance in hardware, not just software. The people building with Schematik are not electrical engineers with decades of circuit design experience. They are developers, designers, and hobbyists who understand what they want to make but lack the hardware vocabulary to get there without burning something down.
Beek has been working on a business model and investor relationships in parallel. The platform is currently usable for free, but the $4.6 million from Lightspeed Venture Partners gives him real runway to build out the product and figure out monetization. Anthropic's interest adds another dimension entirely, since backing from or partnership with the company behind Claude would give Schematik a significant technical and credibility advantage over any competitors who might try to enter the space.
Key Details
- Samuel Beek is based in Amsterdam and describes himself as not a hardware person.
- Schematik raised $4.6 million from Lightspeed Venture Partners.
- Beek originally used ChatGPT, which caused a power surge that blew every fuse in his house.
- He rebuilt the tool around Anthropic's Claude after finding it better at hardware reasoning.
- Beek posted about the project on X in February, generating significant early traction.
- Marc Vermeeren, branding lead at N8N, built multiple devices using Schematik, including an MP3 player and a device called Clawy.
- The Clawy design inspired community remixes, including a version styled after a Sopranos character.
- Schematik is currently free to use at schematik.io.
What's Next
Beek is actively pursuing investors beyond the Lightspeed round, and Anthropic's reported interest suggests a potential partnership or integration announcement could come within the next few months. The more immediate milestone to watch is whether Schematik can build out safety validation features that catch the kind of electrical errors ChatGPT made on Beek's original door opener, because that technical credibility will be the difference between a niche hobbyist tool and something professional hardware teams actually trust. As the platform grows its community of builders, the variety of shared designs and components will likely become a competitive moat that is harder for a larger competitor to replicate quickly.
How This Compares
The obvious comparison is Cursor, the AI coding assistant that Schematik explicitly models itself after. Cursor recently launched Cursor 3, its agentic coding product developed under the code name Glass, which puts it in direct competition with Anthropic's Claude Code for software developers. Cursor has captured enormous developer mindshare in the software space, but it has not moved into hardware, which is exactly the gap Schematik is stepping into. Beek's bet is that the same developer frustration that made Cursor a breakout product exists in hardware communities, and that nobody serious has shown up to solve it yet.
Anthropic's interest in Schematik fits a clear strategic pattern. The company has been expanding Claude's reach through Claude Code and agentic capabilities specifically to compete with OpenAI's coding tools and Cursor's specialized approach. Getting involved with a hardware-focused interface extends Claude's addressable market to IoT developers, embedded systems engineers, and electronics hobbyists, a community that has been entirely ignored by the current generation of AI coding tools. OpenAI, by contrast, has treated coding as one application among many rather than a dedicated product category, which has let specialized players carve out real positions.
What makes the hardware angle genuinely different from the software AI agent story is the consequence of failure. When Claude Code writes a buggy function, you get an error message. When an AI hardware guide wires a device wrong, you get Beek's living room in the dark. That raises the bar for what "good enough" means in this category, and it is why Anthropic's safety-focused reputation actually matters here in a way it does not always matter in pure software contexts. The company that solves reliable AI guidance for physical hardware will have built something much harder to copy than another chat interface. For more AI news on this developing space, the competitive dynamics are worth watching closely.
FAQ
Q: What exactly does Schematik do for hardware builders? A: Schematik lets you describe a physical device you want to build in plain language, then generates a parts list with purchase links and guides you through the assembly process. It is built on Anthropic's Claude and is designed to avoid the kind of basic electrical mistakes that general-purpose chatbots like ChatGPT have made when asked similar questions.
Q: Is Schematik safe to use if I have no hardware experience? A: It is safer than asking a general chatbot, which is a low bar given that ChatGPT once gave its founder instructions that blew every fuse in his house. Schematik is designed specifically for hardware reasoning, but any AI-generated wiring or circuit guidance still requires careful review before you connect anything to power.
Q: Why is Anthropic interested in a small hardware startup? A: Anthropic wants Claude to be the underlying model for specialized professional tools, not just a general-purpose assistant. A hardware-focused interface like Schematik extends Claude's reach into electronics development, IoT, and product prototyping, markets that current AI coding tools have not addressed at all. Read our guides on agentic AI platforms to understand why this expansion strategy matters.
Schematik is a genuinely interesting test case for whether AI reasoning has become reliable enough to guide work where mistakes have physical consequences, and the Lightspeed funding suggests the market thinks the answer is yes. Anthropic's involvement, if it materializes into a formal partnership, would accelerate the platform significantly and put hardware AI development on the same trajectory that software coding agents followed over the past two years. Subscribe to the AI Agents Daily weekly newsletter for daily updates on AI agents, tools, and automation.
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