公开(公告)号：US20220115105A1

公开(公告)日：2022-04-14

申请号：US17497066

申请日：2021-10-08

Applicant: Express Scripts Strategic Development, Inc.

Inventor： Daniel A. Nieten ,  Yarong Xu ,  Jessica E. Chisholm ,  Lee J. Morris ,  Peter A. Rosomoff ,  Patricia M. Korando

IPC: G16H20/13 ,  G16H70/40 ,  G06Q10/08 ,  G06N20/00

Abstract: A computer system for transforming a user interface according to multiple machine learning models includes a back-end timing circuit. The back-end timing circuit is configured to determine model selection parameters including an assigned pharmacy of a fill, a line of business, a time that a back-end system will receive the fill, a back-end processing channel, or a queuing priority, and select one of the machine learning models to generate a prediction of a back-end time indicating an amount of time to complete a set of back-end processes to prepare the fill for shipping. The back-end timing circuit is configured to determine a transit time corresponding to physical delivery of the fill to an address of a user. A notification circuit is configured to selectively produce a modification of the user interface based on a user promise date.