Systems and methods for implementing content aware file management labeling

A system, comprising:

• at least one processor;
• and
• at least one memory in communication with the at least one processor, the at least one memory having computer-readable instructions stored thereupon that, when executed by the at least one processor, cause the at least one processor to:
• deploy an application to facilitate a session during which a user is enabled to modify content of a data file;
• cause the application to communicate, during the session, with a content analysis service to perform a content analysis cycle that includes:
• generating, during the session, sequential instances of modification data indicating modifications made by the user to the content of the data file,
• periodically providing the sequential instances of the modification data to the content analysis service, and
• receiving, from the content analysis service during the session, a verdict indicating that a current state of the data file satisfies application criteria corresponding to a file management label;
• and
• cause a client device to display a notification responsive to the receiving the verdict, wherein the notification indicates at least one of the application criteria corresponding to the file management label or one or more actions corresponding to the file management label.

A client device, comprising:

• an application client;
• one or more processors;
• and
• at least one memory in communication with the at least one processor, the at least one memory having computer-readable instructions stored thereupon that, when executed by the at least one processor, cause the client device to:
• deploy the application client to facilitate a session for enabling a user to modify content of a data file;
• cause the application client to transmit modification data to a content analysis service, wherein the modification data indicates one or more modifications made during the session to the content of the data file;
• receive, from the content analysis service during the session, a verdict indicating that a current state of the data file satisfies application criteria corresponding to a file management label;
• and
• in response to the verdict, display a notification to the user during the session, wherein the notification that indicates the application criteria corresponding to the file management label.