Automation measured by task volume rather than payment outcomes risks worsening the healthcare revenue cycle crisis. MedEvolve warns that prioritizing speed over financial accuracy scales inefficiency. This trend forces providers to manage more errors faster. Practitioners must shift KPIs from operational throughput to actual cash recovery to avoid systemic waste.