With 38% of organizations reporting high turnover or burnout, shrinking clinical and admin teams are making manual credentialing and enrollment harder to sustain — driving delays and directly constraining revenue.
1 in 5 hospitals report losing more than $1M annually due to credentialing delays — an increasingly measurable and pervasive source of revenue pain that strains budgets and slows access to care.
Payers cite legacy system integration (20%) and limited AI expertise (18%) as top blockers. It’s a readiness gap, not a value gap — making “ready-to-run” solutions the fastest path to adoption.
Most AI investment still targets clinical documentation, leaving credentialing and enrollment with only 12% of spend. And with 16% of organizations not investing in AI at all, compliance concerns and integration hurdles continue to slow meaningful progress.