Reduced processing call-to-action generation using progressive filtering

A non-transitory computer readable medium having stored thereon instructions for causing a processing circuitry to execute a process, the process comprising:

• determining whether each message of a plurality of messages is eligible or ineligible for response, wherein determining whether each message is eligible or ineligible for response further comprises applying eligibility rules defining at least one criteria for determining that a message requires further action;
• creating a first set of filtered messages by filtering each message which is determined to be ineligible for response in order to create a first set of filtered messages;
• clustering messages of the first set of filtered messages into a plurality of clusters based on contents of the first set of filtered messages;
• identifying at least one redundant task in at least one first cluster of the plurality of clusters;
• creating a second set of filtered messages by filtering, from the first set of filtered messages, at least a portion of the at least one first cluster including the identified at least one redundant task;
• and
• generating at least one call-to-action based on the second set of filtered mess.

A system for efficiently generating calls-to-action using progressive filtering, comprising:

• a processing circuitry;
• and
• a memory, the memory containing instructions that, when executed by the processing circuitry, configure the system to:
• determine whether each message of a plurality of messages is eligible or ineligible for response, wherein determining whether each message is eligible or ineligible for response further comprises applying eligibility rules defining at least one criteria for determining that a message requires further action;
• create a first set of filtered messages by filtering each message which is determined to be ineligible for response in order to create a first set of filtered messages;
• cluster messages of the first set of filtered messages into a plurality of clusters based on contents of the first set of filtered messages;
• identify at least one redundant task in at least one first cluster of the plurality of clusters;
• create a second set of filtered messages by filtering, from the first set of filtered messages, at least a portion of the at least one first cluster including the identified at least one redundant task;
• and
• generate at least one call-to-action based on the second set of filtered mess.