Systems and Methods for Enabling Data Transforms Across a Plurality of Task-Specific Orchestrations

A computing system, comprising:

• control circuitry;
• memory;
• and
• one or more sets of instructions stored in the memory and configured for execution by the control circuitry, the one or more sets of instructions comprising instructions for:
• in accordance with determining that a prompt, received based on a user input, requests assistance with one or more clinical tasks, selecting, by a machine-learning model trained to select from among a plurality of task-specific components, a set of task-specific components from among the plurality of task-specific components based on the prompt;
• obtaining orchestration data about the set of task-specific components, wherein each respective task-specific components in the set of task-specific components is configured to assist with a respective clinical task of the one or more clinical tasks;
• determining, from the orchestration data, at least one data-compatibility criterion for clinical task data relating to the one or more clinical tasks;
• receiving the clinical task data;
• and
• in accordance with a determination that the clinical task data does not satisfy the at least one data-compatibility criterion, providing a notification to a user indicating that the one or more clinical tasks cannot be performed using the clinical task data.

A non-transitory computer-readable storage medium storing one or more sets of instructions configured for execution by a computing device having control circuitry and memory, the one or more sets of instructions comprising instructions for:

• in accordance with determining that a prompt, received based on a user input, requests assistance with one or more clinical tasks, selecting, by a machine-learning model trained to select from among a plurality of task-specific components, a set of task-specific components from among the plurality of task-specific components based on the prompt;
• obtaining orchestration data about the set of task-specific components, wherein each respective task-specific components in the set of task-specific components is configured to assist with a respective clinical task of the one or more clinical tasks;
• determining, from the orchestration data, at least one data-compatibility criterion for clinical task data relating to the one or more clinical tasks;
• receiving the clinical task data;
• and
• in accordance with a determination that the clinical task data does not satisfy the at least one data-compatibility criterion, providing a notification to a user indicating that the one or more clinical tasks cannot be performed using the clinical task data.