Abstract: Methods and systems for template creation for a data extraction tool. A first template is selected from a plurality of documents provided by a user. An OCR engine annotates the first template and at least one data region in the first template corresponding to a set of parameters required in a target template is identified by selecting a geometrical region on the first template. At least one interim template is created based on the identification, and the plurality of documents are analyzed using the interim template to extract data values in the data region. The documents are converted to a format compliant with the target template based on the analysis.

Abstract: Methods and systems for template creation for a data extraction tool. A first template is selected from a plurality of documents provided by a user. An OCR engine annotates the first template and at least one data region in the first template corresponding to a set of parameters required in a target template is identified by selecting a geometrical region on the first template. At least one interim template is created based on the identification, and the plurality of documents are analyzed using the interim template to extract data values in the data region. The documents are converted to a format compliant with the target template based on the analysis.

Abstract: A method, non-transitory computer readable medium, and opinion manager device that analyzes user opinions in data includes identifying one or more items of text in data that match one or more of the terms in a database for one or more domain specific concepts. At least the identified one or more items of text in the data for each of the one or more domain specific concepts with the identified one or more terms that match are analyzed based on stored concept analysis rules. One or more reports are provided based on the analysis.

Abstract: A system for facilitating prediction of a loan recovery decision pertaining to a customer of a financial institution is provided. The system comprises one or more databases comprising customer interaction data, customer profile data, and economic data. The system further comprises a Behavioral History Sequence (BHS) module configured to generate behavioral history sequence data associated with the customer. The BHS module generates the BHS data by sanitizing the customer interaction data and classifying the sanitized customer interaction data into predefined categories. The system further comprises a prediction module that is configured to predict payment behavior of the customer based on the BHS data, the customer profile data, and the economic data. The prediction module is further configured to predict the loan recovery decision pertaining to the customer, wherein the predicted loan recovery decision is based on the predicted payment behavior of the customer.