Waitlist Optimization Agent

The work it takes off your plate

Same-day and short-notice cancellations leave expensive clinic and OR capacity unused while waitlisted patients remain uncalled. Manual waitlist management is ad hoc and often favors the easiest-to-reach patients over clinical urgency or equity goals. Access leaders lack transparent rules for who is offered released slots. The Waitlist Optimization Agent continuously matches cancellations to waitlisted patients using urgency and equity-aware prioritization.

How it works

The Waitlist Optimization Agent monitors cancellations and released slots in real time, ranks waitlisted patients by clinical urgency, wait duration, and equity policies, and executes multi-channel outreach to fill openings quickly. Accepted offers are booked automatically; declines cascade to the next candidate. Analytics show fill rates, time-to-fill, and equity outcomes for access governance.

1. Step 1: Maintain Dynamic Waitlists

   • Sync waitlist entries by specialty, visit type, and modality
   • Capture clinical urgency scores and equity cohort attributes
   • Track patient contact preferences and offer response history

   Result: Waitlists stay current with prioritization attributes ready for matching.

2. Step 2: Detect Open Capacity

   • Listen for cancellations, no-shows converted to open slots, and template releases
   • Validate slot constraints such as visit length, provider, and equipment needs
   • Determine fill window before the slot becomes unusable

   Result: Each open slot is characterized for rapid candidate matching.

3. Step 3: Prioritize and Offer Slots

   • Rank candidates by urgency, wait time, equity rules, and fit
   • Launch sequential or parallel outreach within the fill window
   • Book on acceptance and cascade to the next candidate on decline/timeout

   Result: Released capacity is offered fairly and filled with the highest-priority fit.

4. Step 4: Measure Fill and Equity Outcomes

   • Record time-to-fill, acceptance rates, and unused slot losses
   • Report equity distribution of offered and booked slots
   • Tune prioritization weights from operational feedback

   Result: Access leaders gain transparent waitlist performance and equity insights.

Why use it

• Recovers cancelled capacity that would otherwise go unused. Prioritizes clinically urgent patients instead of first-come convenience alone. Embeds access equity rules into daily slot-filling decisions. Improves patient experience with faster offers when openings appear.