Patent ID: 11972296
Assignee: THE STRATEGIC COACH INC.
Field: Computer technology (Electrical engineering)
Classification: CPC G | IPC G

Claim 0:
1. An apparatus for intelligently determining and implementing distinct routines for entities, the apparatus comprising:
at least a processor; and
a memory communicatively coupled to the at least a processor, the memory containing instructions configuring the at least a processor to:
receive entity data associated with an entity;
generate at least one distinct routine for the entity as a function of the entity data,
wherein the at least one distinct routine is determined based on a frequency of occurrence of a particular routine within the entity data,
wherein generating the at least one distinct routine comprises:
identifying at least one institutional cohort to the entity,
wherein identifying the at least one institutional cohort to the entity comprises:
receiving cohort training data correlating entity data to institutional cohorts;
training an institutional cohort machine learning model with the cohort training data, wherein the institutional cohort machine learning model is configured to receive entity data as input and output institutional cohorts; and
generating at least one institutional cohort as a function of the institutional cohort machine learning model;

detecting at least one institutional routine of the institutional cohort; and
determining the at least one distinct routine as a function of the at least one institutional routine;

generate a functional model as a function of the at least one distinct routine,
wherein generating the functional model as a function of the at least one distinct routine comprises:
combining each distinct routine of the at least one distinct routine;
classifying each of the at least one distinct routine into a plurality of routine categories as a function of a routine classifier wherein the routine classifier is trained using training data correlating distinct routine data to a type of the at least one distinct routine;
selecting one distinct routine from each of the plurality of routine categories; and
combining each of the selected distinct routines as the functional model; and

generate a user interface data structure comprising the at least one distinct routine and the functional model, wherein the user interface data structure is configured to be displayed; and

a graphical user interface (GUI) communicatively connected to the processor, the GUI configured to:
receive the user interface data structure; and
display the at least one distinct routine on a first portion of the GUI.