dottxt dotjson library

dottxt is a specialized software company that provides tools for structured text generation. Its core product, dotjson, is a high-performance shared library designed to constrain large language models (LLMs) to generate valid JSON objects based on predefined schemas. The brand focuses on the intersection of generative AI and data integrity, ensuring that AI outputs are predictable and parseable for enterprise applications.

Founded by industry experts in the United States, the company maintains its headquarters and primary development operations within the U.S. The company operates as a private entity, focusing on providing developer tools and API integrations that extend the capabilities of standard LLM interfaces like OpenAI's. It has positioned itself as a leading solution for structured generation, offering higher performance and broader schema support than standard industry alternatives.