3+ years of pre-MBA experience in operations, consulting, banking, healthcare, military leadership, program leadership, or another high-growth operating environment, with a track record of measurable outcomes. Structured learning on ABA, Speech, OT and Psychology service delivery, client outcomes, payor and authorization mechanics, clinical workflows, family experience, and unit economics.