Generation of bots based on observed behavior

A system comprising:

• a memory that stores instructions;
• and
• one or more processors configured by the instructions to perform operations comprising:
• receiving, from a set of client devices and via a network, a data set comprising data for user interactions with user interfaces in performing a plurality of tasks;
• based on the received data set, causing a user interface to be presented that comprises:
• an element corresponding to each task of at least a subset of the plurality of tasks, each element comprising a visual indicator that indicates a likelihood that the corresponding task would benefit from automation;
• receiving, via the user interface, a selection of a task of the plurality of tasks for automation;
• based on the selection of the task and a subset of the data set that comprises data for the selected task, generating a bot to automatically perform the selected task, the generating of the bot comprising:
• determining a default value for a parameter of the bot;
• and
• generating a parameter validation code for the parameter, the parameter validation code configured to detect invalid parameter values;
• and
• providing, to a client device of the set of client devices and via the network, the bot.

A non-transitory computer-readable medium that stores instructions that, when executed by one or more processors, cause the one or more processors to perform operations comprising:

• receiving, from a set of client devices and via a network, a data set comprising data for user interactions with user interfaces in performing a plurality of tasks;
• based on the received data set, causing a user interface to be presented that comprises:
• an element corresponding to each task of at least a subset of the plurality of tasks, each element comprising a visual indicator that indicates a likelihood that the corresponding task would benefit from automation;
• receiving, via the user interface, a selection of a task of the plurality of tasks for automation;
• based on the selection of the task and a subset of the data set that comprises data for the selected task, generating a bot to automatically perform the selected task, the generating of the bot comprising:
• determining a default value for a parameter of the bot;
• and
• generating a parameter validation code for the parameter, the parameter validation code configured to detect invalid parameter value;
• and
• providing, to a client device of the set of client devices and via the network, the bot.