Predictive analysis systems and methods using machine learning

A system, comprising:

• a term extraction module to:
• extract a first term from a first document, and
• extract a second term from a second document based at least in part on the first term extracted from the first document;
• a comparison module to:
• identify a difference parameter between the first term extracted from the first document and the second term extracted from the second document, and
• determine whether the difference parameter between the first term and the second term satisfies a threshold based on a predictive analysis model;
• and
• a validation module to identify a validation parameter based on the determination of whether the difference parameter satisfies the threshold based on the predictive analysis model, wherein the validation parameter indicates a quantified level of acceptability of a difference between the first term and the second term.

A non-transitory computer-readable medium storing code, the code comprising instructions executable by a processor to:

• extract a first term from a document;
• extract a second term from a repository of terms based at least in part on the first term extracted from the document;
• determine a difference parameter based on a difference between the first term extracted from the document and the second term extracted from the repository of terms;
• determine whether the difference parameter satisfies a threshold using a predictive analysis model;
• and
• generate a validation parameter that indicates a level of acceptability of a difference between the first term and the second term.

A non-transitory computer-readable medium storing code, the code comprising instructions executable by a processor to:

• extract a first term from a first document;
• extract a second term from a second document based at least in part on the first term extracted from the first document;
• determine a difference parameter based on a difference between the first term extracted from the first document and the second term extracted from the second document;
• determine whether the difference parameter satisfies a threshold using a predictive analysis model;
• and
• generate a validation parameter that indicates a level of acceptability of a difference between the first term and the second term.