An LLM-Powered PCB Schematic Checker (Major Update)
Traceformer.io is a web application that ingests KiCad projects or Altium netlists along with relevant datasheets, enabling LLM-based schematic review. The system is designed to identify datasheet-driven schematic issues that traditional ERC tools can't detect. Since our first launch (formerly as Netlist.io), we've made some big changes: - Full KiCad project parsing via an open-source plugin - Pass-through API pricing with a small platform fee - Automatic datasheet retrieval - ERC/DRC-style review UI - Revamped review workflow with selectable frontier models (GPT 5.2, Opus 4.5, and…
An LLM-Powered PCB Schematic Checker (Major Update) launched on January 4, 2026 with 55 votes, #527 of 14,584 launches that month and more than 95% of that year's launches.
In plain words
Traceformer.io is a web application that analyzes KiCad projects and Altium netlists using large language models to identify schematic errors that traditional design rule checkers miss. It automatically retrieves datasheets and cross-references them against designs through an interface similar to standard electrical rule checking tools. Users can select from multiple AI models, configure review parameters, and inspect designs with a configurable token limit. The platform charges pass-through API fees for model usage plus a small platform fee. A free plan allows evaluation before subscription.
written from the facts on this page · September 2026
From the sources
AI-powered schematic checker for KiCad and Altium Designer. Full-project export support, datasheet validation, and per-review cost previews before each run.
Create a project, export using our Altium export script or KiCad plugin , then upload your design files. Choose the review model, scope the run to the subsystems you care about. Launch the review, then step through issues with datasheet-backed evidence. Try for free, then move onto individual or team billing as your usage grows. Catch schematic mistakes earlier, scope the review you need, and move into fabrication with morefrom traceformer.io
In the maker’s words, at launch
Traceformer.io is a web application that ingests KiCad projects or Altium netlists along with relevant datasheets, enabling LLM-based schematic review. The system is designed to identify datasheet-driven schematic issues that traditional ERC tools can't detect. Since our first launch (formerly as Netlist.io), we've…
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