A method includes assessing a semantic-based query for a user that includes user goals and assessing probability values and first goal probability values, both of which are associated with active digital actions. The method includes generating a decision engine to determine a user friction value and second goal probability values associated with the user goals using the first goal probability values and the probability values. Further, the method includes determining the user friction value and the second goal probability values using the first goal probability values and the probability values. Moreover, the method includes determining a plan of digital actions based on the user friction value, the second goal probability values, and the user goals. Furthermore, the method includes, in response to determining the user friction value exceeds a predetermined threshold, generating a query to adjust the active digital actions based on the semantic-based query for the user.