Semantic automation builder for robotic process automation

A system comprising:

• one or more memories storing software of a semantic automation builder that generates one or more semantic automations of a robotic process automation;
• and
• at least one processor executing the software to cause the system to:
• initiating the semantic automation builder in response to a selection of a menu item that triggers the semantic automation builder;
• receive one or more user inputs corresponding to a target application, a written automation task, or one or more steps to identify one or more actions of the robotic process automation;
• map, by a generator of the semantic automation builder utilizing an autoregressive language model, each action of the one or more actions to an activity to generate one or more mapped activities including generating an automation sequence using written natural language;
• transform the one or more actions into the one or more semantic automations that automatically navigate between a first website, database, file system, or application to one or more different websites, databases, file systems, and applications based on the one or more mapped activities and the automation sequence;
• and
• provide the one or more semantic automations in a user interface of the semantic automation builder to enable editing of the one or more actions.