Goodfire summarizes products and services around AI interpretability research and tools that help organizations understand, debug, and design artificial intelligence models beyond traditional black-box approaches. It offers methods to translate internal model reasoning into human-readable insights, intentionally shape model behavior to align with specific objectives, and conduct foundational research into how neural networks work internally. The company delivers platforms and workflows that enable developers to inspect and modify model internals, extract useful knowledge from trained systems, and improve model behaviors for specialized use cases. Goodfire focuses on bridging scientific AI understanding with practical model design and application.