Interactive user interface for system

A system of a time series planning, evaluation and prediction, comprising:

• at least one processing device;
• and
• a memory storing instructions that, when executed by the at least one processing device, cause the system to:
• generate an interactive user interface for obtaining audit evidence, based upon input data pertaining to a given use case, the input data being in a time structured form, the interactive user interface comprising:
• (i) at least one input interface element configured to:
• enable a user to input a plurality of audit parameters to be employed for the audit evidence, the plurality of audit parameters comprising at least one of:
• an assurance level to be achieved, a tolerable error, a statistical sampling technique to be employed, a time period for which audit evidence is to be obtained, a level of data aggregation, wherein the assurance level is provided by the user via an adjustment of a slider on the interactive user interface;
• and
• enable the user to adjust the plurality of audit parameters for the audit evidence;
• and
• (ii) at least one output interface element configured to enable the system to present to the user:
• (a) a time series chart representing a variation in a response variable with respect to time, wherein the time series chart indicates an upper acceptance bound and a lower acceptance bound of data points in the time series chart, and wherein the time series chart is generated for a plurality of samples associated with the given use case based upon the input data, the plurality of audit parameters and at least one explanatory variable;
• and
• (b) key items, wherein the key items are identified as samples that fall outside the upper acceptance bound and the lower acceptance bound in the time series chart, wherein the interactive user interface dynamically updates the time series chart and acceptance bounds in real-time based on the user adjusted plurality of audit parameters for the audit evidence;
• wherein the input data comprises data values of a set of variables for the plurality of samples associated with the given use case, and wherein:
• the at least one input interface element enables the user to select a variable of interest from the set of variables;
• and
• the at least one output interface element enables the system to present to the user:
• an impact of remaining variables of the set on the variable of interest, such impact being based upon relationships existing between the variables of the set;
• and
• inter-relations that exist between the remaining variables;
• wherein the system is configured to calculate correlation coefficients between the variables of the set to determine the relationships existing therebetween;
• and
• wherein the system is configured to automatically select the time period for which the audit evidence is to be obtained by using an artificial intelligence algorithm;
• wherein the system further comprises a server arrangement that includes a plurality of modules, wherein the modules include:
• (a) a data input module configured to obtain the input data;
• (b) a validation module configured to validate the input data based upon a predefined set of statistical rules;
• (c) an interactive user interface module configured to provide the user with the interactive user interface;
• (d) a data analysis module configured to generate the time series chart to be presented to the user via the interactive user interface and identify the upper acceptance bound and the lower acceptance bound of data points in the time series chart;
• (e) an identification module configured to identify, from amongst the plurality of samples, the key items that are required to be tested;
• wherein data exchange between the modules (a) to (e) is implemented in an encrypted form which provides a one-time pad level of data security by implementing selective nibble swaps of data bytes within a given encrypted data, recorded in a data map shared between the modules (a) to (e).