Abstract: Techniques relate to generating and/or verifying content based on protocols and/or user input. The techniques can receive protocol data from an entity, including a procedure, guideline, policy, or standard. User input requesting content generation related to specific parameters can also be received. Based on the protocol data, a data request can be generated and sent to a content generation component. Machine-generated content can be received from the content generation component in response. The machine-generated content can be analyzed based on the protocol data. Output content can be generated based on the machine-generated content and provided to a computing device. In examples, this ensures that generated content aligns with entity-specific protocols and/or user-specified parameters, enabling tailored and/or compliant content delivery for various contexts.