The PExA framework achieved 70.2% execution accuracy on the Spider 2.0 benchmark. It treats text-to-SQL generation like software test coverage, executing atomic SQL queries in parallel to ground the final output. This approach reduces the latency-performance trade-off. Practitioners can now generate complex queries with higher reliability and lower wait times.