Feyn AI Releases SQRL, a Text-to-SQL Model Family That Inspects the Database Before Writing a Query

Feyn AI has released SQRL, a family of text-to-SQL models that inspect the database before generating a query, achieving 70.6% execution accuracy on the BIRD Dev benchmark. SQRL's inspection-based approach resolves ambiguity and writes queries that the data actually supports, outperforming other models such as Claude Opus 4.6. The models are available on Hugging Face, with three checkpoints shipping openly.