Operations KPIOperations & staffing

Staff Redeployed After AI Launch

Shows how many FTE equivalents clinics redirect to higher-value work once AI handles Tier 1 calls.

HR and COOs use this KPI to prove AI is a support tool, not a layoff trigger. It quantifies 0.5–2.0 FTEs per site that move into referrals, prior auth, or in-clinic concierge work.

Typical redeployment

0.5–2.0 FTEs

Depends on call volume and back-office backlog.

Top redeploy targets

Referrals · Prior auth · In-clinic concierge

Share tangible examples.

Track reclaimed hours

  • Compare time-on-phones per staffer before vs. after AI.
  • Log the new tasks teams absorb and hours allocated.

Share success stories

  • Highlight employees who took on revenue-driving work.
  • Document KPIs improved thanks to redeployment.

Assumptions

What this KPI assumes

No layoffs

Clinic intention is to redeploy, not reduce headcount.

Cross-training time

Staff receive onboarding for new tasks.

Supporting proofs

Share with finance + ops partners

Need help messaging redeployment?

We’ll build the internal comms deck and staffing roadmap tied to your redeployment KPI.

Medreception AI — HIPAA-Compliant AI Medical Receptionist for Clinics & Surgeons