What Smart‑Parse Delivers
• Cut backlogs: surface just the records that matter—fast.
• Reduce errors: deterministic checks + clear explanations.
• Lower costs: stream relevant chunks instead of loading everything.
• Deploy quickly: works with CSV, NDJSON, Parquet, XML exports, VCF, and more.
Who It’s For
Public benefits (SNAP/Medicaid), health & human services, regulated enterprises (finance, healthcare, defense), and data‑heavy teams.