Output Parsing — AI Glossary

Output parsing is the process of extracting structured, machine-readable data from an AI model's free-form text responses. Since language models generate natural language by default, output parsing applies pattern matching, regex extraction, or schema validation to convert responses into usable data structures like JSON objects, typed fields, or database records.