Systems and methods for generating temporary in-context data

A system for providing dynamic context information, the system comprising:

• at least one memory storing instructions;
• and
• at least one processor executing the instructions to perform a process, the processor configured to:
• receive a user input directed at a particular portion of a dossier via a graphical user interface (GUI);
• determine a contextual data point based on the user input, the contextual data point being a relative difference between a user input location of the user input and a user prior input location of a prior user input, each of the user input location and the prior user input location being associated the particular portion of the dossier;
• in response to determining the contextual data point, select a dossier-specific information window blueprint of a plurality of dossier-specific information window blueprints associated with the particular portion of the dossier by a machine learning model, wherein the dossier-specific information window blueprint of the plurality of dossier-specific information window blueprints is selected from inputting the contextual data point, the relative difference between the user input and the prior user input and historical user data inputted into the machine learning model;
• output the dossier-specific information window blueprint of the plurality of dossier-specific information window blueprints from the machine learning model;
• receive data from a database corresponding to the particular portion of the dossier based on the selected dossier-specific information window blueprint;
• generate a dossier-specific information window based on the selected dossier-specific information window blueprint and the received data, wherein the selected dossier-specific information window blueprint is populated using the received data based on the relative difference between the user input location of the user input and the user prior input location of the prior user input associated with the particular portion of the dossier;
• and
• display the dossier-specific information window comprising the received data via the graphical user interface (GUI), wherein the dossier-specific information window occupies at least a subset area of the dossier.

A method for providing dynamic in-context information, the method comprising:

• receiving a user input directed at a particular portion of a dossier via a graphical user interface (GUI);
• determining a first contextual data point based on the user input, the first contextual data point being a relative difference between a user input location of the user input and a user prior input location of a prior user input, each of the user input location and the prior user input location being associated with the particular portion of the dossier;
• in response to determining the first contextual data point, selecting a first dossier-specific information window blueprint of a plurality of dossier-specific information window blueprints associated with the particular portion of the dossier by a machine learning model, wherein the first dossier-specific information window blueprint of the plurality of dossier-specific information window blueprints is selected from inputting the first contextual data point, the relative difference between the user input and the prior user input and historical user data inputted into the machine learning model;
• outputting the first dossier-specific information window blueprint of the plurality of dossier-specific information window blueprints from the machine learning model;
• receiving first data from a database corresponding to the particular portion of the dossier based on the first dossier-specific information window blueprint;
• generating a first dossier-specific information window based on the first dossier-specific information window blueprint and the first data, wherein the first dossier-specific information window blueprint is populated using the received first data based on the relative difference between the user input location of the user input and the user prior input location of the prior user input associated with the particular portion of the dossier;
• and displaying the first dossier-specific information window comprising the first data via the graphical user interface (“GUI”), wherein the first dossier-specific information window occupies at least a first subset area of the dossier;
• receiving a second user input at the dossier;
• determining a second contextual data point based on the second user input, the second contextual data point being a relative difference between a second user input location of the second user input and the user input location of the user input, each of the second user input location and the user input location being associated with the particular portion of the dossier;
• receiving second data from the database corresponding to the particular portion of the dossier based on a second dossier-specific information window blueprint of the plurality of dossier-specific information window blueprints;
• in response to determining the second contextual data point, generating a second dossier-specific information window based on the second dossier-specific information window blueprint and the second data, wherein the second dossier-specific information window blueprint is populated using the received second data based on the second contextual data point and the relative difference between the second user input location of the second user input and the user input location of the user input, each of the second user input location and the user input location being associated with the particular portion of the dossier;
• and
• displaying the second dossier-specific information window comprising the received data via the GUI, wherein the second dossier-specific information window occupies at least a second subset area of the dossier.