Patent ID: 11893508
Assignee: DIGITAL.AI SOFTWARE, INC.
Field: Computer technology (Electrical engineering)
Classification: CPC G | IPC G

Claim 0:
1. A method for performing scalable predictive analysis for analytics as a software service in multi-tenant environment, the method comprising:
obtaining a first input data associated with a first tenant;
determining first predictive analysis parameters associated with the first tenant by analyzing the first input data for selected entities;
comparing one or more second parameters of a second input data associated with a second tenant with the first predictive analysis parameters;
identifying (a) a parameter from the first predictive analysis parameters that is missing in the second input data, (b) a new parameter that is present in the second input data, (c) a parameter that is present in the first predictive analysis parameters and in the second input data, and (d) a parameter that is present in the second input data and is discarded from the first predictive analysis parameters;
comparing data associated with at least one of (i) the parameter that is present in the first predictive analysis parameters and in the second input data, and (ii) the parameter that is present in the second input data and is discarded from the first predictive analysis parameters to determine whether a data distribution of a plurality of parameters has significant changes; and
porting the computer-generated first predictive model for the second tenant by (a) removing the missing parameter, or (b) incorporating (i) the new parameter that is present in the second input data on receiving a first input based on results of input data analysis of the new parameter, (ii) the parameter that is present in the first predictive analysis parameters and in the second input data and have significant changes, or (iii) the parameter that is present in the second input data and is discarded from the first predictive analysis parameters and have significant changes to obtain a transformed second predictive model for the second tenant.