Define the pre-AI window
- •Use at least four weeks of call data right before pilot kickoff.
- •Include both abandoned and voicemail-tagged calls above 15 seconds.
- •Document staffing anomalies (weather closures, holidays) alongside the data.
Documents the ugly truth before automation—what percentage of callers give up or go to voicemail when humans are stretched thin.
This KPI is the control group for every savings and experience claim. It sets the stakes for leadership by showing the exact leakage that existed before MedReception AI answered first.
Multi-specialty median
18–24%
Based on blended 1M-call dataset.
Peaks we see
30%+ Monday mornings
When phone trees and staffing gaps collide.
Assumptions
Baseline pulled from the same seasonal demand curve as the post-AI period.
Queues record both live abandons and voicemail drops.
Supporting proofs
Send over call reports and we’ll produce a quantified pre-AI abandonment brief for stakeholders.