Methods and apparatus to optimize workflows

A non-transitory computer readable storage medium comprising instructions which, when executed, cause at least one processor to at least:

• determine an objective of a user input, the objective indicating a task to be executed in an infrastructure;
• compose a plurality of workflows based on the determined objective;
• execute a machine learning model to create a confidence score relating to the plurality of workflows;
• and
• select at least one of the plurality of workflows for execution in the infrastructure, the selection of the at least one of the plurality of workflows based on the confidence score.

A method to optimize a workflow, the method comprising:

• determining an objective of a user input, the objective indicating a task to be executed in an infrastructure;
• composing a plurality of workflows based on the determined objective;
• executing a machine learning model to create a confidence score relating to the plurality of workflows;
• and
• selecting at least one of the plurality of workflows for execution in the infrastructure, the selection of the at least one of the plurality of workflows based on the confidence score.

An apparatus to optimize a workflow, the apparatus comprising:

• means for determining an objective of a user input, the objective indicating a task to be executed in an infrastructure;
• means for composing a plurality of workflows based on the determined objective;
• means for executing a machine learning model to create a confidence score relating to the plurality of workflows;
• and
• means for selecting at least one of the plurality of workflows for execution in the infrastructure, the selection of the at least one of the plurality of workflows based on the confidence score.