Goodfire is an AI research and tooling company focused on interpretability. It builds tools that allow developers to inspect, debug, and understand the internal states of Large Language Models. By making model behavior transparent, Goodfire is positioned to help engineers fix safety issues, hallucinations, and biases, moving AI development from alchemy to engineering. The infrastructure accelerates software deployment cycles, reducing the technical debt and maintenance burden for large-scale engineering organizations.