Abstract: Disclosed are various embodiments for determining and/or providing machine-assisted legal assessments. User input may be provided by a user to an input mechanism through an ingestion process. An assessment engine may compare user input provided at a state of the ingestion process to one or more decision frameworks in order to determine probabilities, estimated expenditures, recommendations, and/or suggestions. An output control may export the decision frameworks and/or any stored or generated data according to predefined agreement constraints.