A system for prescriptive and protected prompt engineering and a method thereof

A system for prescriptive and protected prompt engineering for a generative artificial intelligence comprising:

• at least one processor in communication with a client processor (104);
• and
• characterised in that:
• at least one memory comprises a set of program instructions in the form of a processing subsystem, configured to be executed by the at least one processor, wherein the processing subsystem is hosted on a server and configured to execute on a network to control bidirectional communications among a plurality of modules comprising:
• a user requirement input module configured to receive one or more first queries prompt from a user as a user requirement;
• a context gathering module operatively coupled to the user requirement input module and configured to collect an information related to a context of the input query;
• an objective gathering module operatively connected to the user requirement input module, wherein the objective gathering module is configured to collect a plurality of objectives of the one or more first input queries;
• a risk assessment and mitigation module operatively coupled with the user requirement input module and configured to understand risk of one or more input prompt in relation to a sensitive information and mitigation related to the one or more prompts for providing a holistically privacy optimized synthetic prompt generated with minimal identified risk;
• a prompt creation module operatively coupled to the context gathering module, the objective gathering module, and the risk assessment and mitigation module, wherein the prompt creation module is configured to generate the one or more holistically optimized and privacy preserved prompts by consideration of output of context gathering module and objective gathering module;
• an interactive query module operatively connected to the prompt creation module and configured to suggest a plurality of second queries prompt to the user based on the user requirement to generate one or more prompts to allow the user to select and edit the one or more prompts;
• an assumption validation module operatively coupled to the interactive query module, wherein the assumption validation module is configured to validate the selected option of the plurality of options for the one or more prompts based on a plurality of predefined utility validation rules;
• an expected utility validation module operatively coupled to the interactive query module, wherein the expected utility validation module is configured quantify the utility of the one or more generated optimized prompt with minimal risk as optimized by risk assessment and mitigation module and select the most optimal prompt;
• and
• a prompt translation module operatively coupled to the assumption validation module and the expected utility validation module, wherein the prompt translation module is configured to translate the selected prompt by the interactive query module.