This workflow automates the critical intraday bottleneck where revenue managers manually reconcile PMS logs against forecasts to estimate final occupancy. By integrating directly with Opera or other PMS systems, a custom orchestration layer ingests real-time check-ins, cancellations, and no-show signals. It applies statistical modeling agents to recalculate pickup probabilities, identifying last-minute revenue gaps from unexpected vacancies or overbooking risks. The operational upside comes from converting perishable inventory into incremental revenue through automated, time-sensitive actions before the arrival window closes.




