Hardware validation hasn't changed since 2001. Manual. Unstructured. 8 to 12 weeks per cycle, and when you find a bug, you restart everything. TestFlow is the AI-native platform for hardware test automation. Give it your datasheet and schematic. In under a minute it generates a validation plan, lab automation scripts, instrument control, and full results logging. What used to take 12 weeks and a team of 6. Done.

I spent years in semiconductor validation labs watching brilliant engineers spend months on work that should take days. Not because they weren't good enough. Because the tooling never evolved. Scripts written in isolation, Excel sheets passed around, instrument control hacked together from scratch every single project. The validation layer between design and silicon sign-off has been completely unchanged since 2001. Every other layer in chip development has been transformed. EDA tools, simulation, fabrication process control. Validation stayed manual. When AI started reshaping software development, I kept asking: why isn't this happening in hardware testing? The datasheet exists. The schematic exists. The test conditions are documented. An AI agent should be able to read all of that and generate a complete, executable validation plan automatically. So we built it. TestFlow reads your datasheet and schematic, understands the specs and test conditions, and generates a full validation plan, lab automation scripts, and instrument control in under a minute. What used to take 12 weeks with a team of 6 engineers. We're early and we're building in the open. If you work in semiconductors, hardware validation, or just believe the physical world deserves the same AI-native tooling as software, I'd love to hear from you. Drop a comment, reach out directly, Ali, Co-Founder at TestFlow