Abstract: A method for autofilling an electronic form is provided. Elements of the electronic form are identified. A value for each identified elements of the electronic form is determined. The electronic form is automatically filled with the determined values. During the automatically filling of the electronic form, the determined value is provided in a field corresponding to each of the elements. A user input is received on the provided value. The received user input includes a correction to a first value provided in a first field of the electronic form. An autofill application is trained using the received user input.

Abstract: A method for autofilling an electronic form is provided. Elements of the electronic form are identified. A value for each identified elements of the electronic form is determined. The electronic form is automatically filled with the determined values. During the automatically filling of the electronic form, the determined value is provided in a field corresponding to each of the elements. A user input is received on the provided value. The received user input includes a correction to a first value provided in a first field of the electronic form. An autofill application is trained using the received user input.

Abstract: A method for shopping cart validation automation, comprising analyzing a webpage to determine if it contains a shopping cart structure and if the user has expressed desire to initiate a checkout procedure, extracting shopping cart and other price elements from pages of a checkout tunnel, accumulating such information for the shopping transaction, validating the shopping transaction using the accumulated information, and allowing the user to confirm or cancel the transaction upon validation. Alternatively, the method may message the use that the transaction is not reconcilable where the shopping cart could not be validated. Also, the system can advantageously build a history database storing transactional details, including screen shots of pages of the checkout tunnel.