Modeling contract components and ecosystem activity

A computer system for validating an engagement activity of a contract-bound party with respect to a contractual term of a contract, the computer system comprising:

• one or more computer processors, one or more computer-readable storage media, and program instructions stored on one or more of the computer-readable storage media for execution by at least one of the one or more computer processors, the program instructions, when executed by the at least one of the one or more computer processors, causing the computer system to perform a method comprising:
• generating a first latent class model comprising a first set of behavioral classes, wherein the first latent class model is generated based on a representative population of individuals, respective contractual activities of the individuals, and the contractual term;
• generating a second latent class model comprising a second set of behavioral classes, wherein the second latent class model is generated based on an actual population of individuals, respective contractual activities of the individuals, and the contractual term;
• detecting the engagement activity of the contract-bound party based on an occurrence of a contract engagement event;
• classifying the contract-bound party into a behavioral class of each of the first and second sets of behavioral classes, respectively, based on the detected contractual activity;
• determining an inequivalency score based on the classifications of the contract-bound party into the behavioral classes of each of the first and second sets of behavioral classes, wherein the inequivalency score represents a level of inequivalency between the first latent class model and the second latent class model;
• and
• in response to determining that the inequivalency score exceeds a predetermined threshold:
• detecting a contractual breach corresponding to a contractual conflict between the engagement activity and the contractual term;
• and
• performing a remedial action.

A computer program product for validating an engagement activity of a contract-bound party with respect to a contractual term of a contract, the computer program product comprising:

• one or more computer-readable storage devices and program instructions stored on at least one of the one or more computer-readable storage devices for execution by at least one or more computer processors of a computer system, the program instructions, when executed by the at least one of the one or more computer processors, causing the computer system to perform a method comprising:
• generating a first latent class model comprising a first set of behavioral classes, wherein the first latent class model is generated based on a representative population of individuals, respective contractual activities of the individuals, and the contractual term;
• generating a second latent class model comprising a second set of behavioral classes, wherein the second latent class model is generated based on an actual population of individuals, respective contractual activities of the individuals, and the contractual term;
• detecting the engagement activity of the contract-bound party based on an occurrence of a contract engagement event;
• classifying the contract-bound party into a behavioral class of each of the first and second sets of behavioral classes, respectively, based on the detected contractual activity;
• determining an inequivalency score based on the classifications of the contract-bound party into the behavioral classes of each of the first and second sets of behavioral classes, wherein the inequivalency score represents a level of inequivalency between the first latent class model and the second latent class model;
• and
• in response to determining that the inequivalency score exceeds a predetermined threshold:
• detecting a contractual breach corresponding to a contractual conflict between the engagement activity and the contractual term;
• and
• performing a remedial action.