Abstract: Systems, apparatus, articles of manufacture, and methods to perform process control analytics are disclosed. An example method includes generating a prompt based on the request for analytics data, providing the prompt to a large language model for generation of analytics instructions, validating the analytics instructions to determine whether the analytics instructions are to be executed, and in response to the determination that the analytics instructions are to be executed, executing the analytics instructions to generate the analytics data.

Abstract: Methods and apparatus for artificial intelligence control of process control systems are described. An example non-transitory machine readable storage medium comprising instructions to cause programmable circuitry to at least: collect a measurement of an operation of a process; utilize machine learning based on a state of the process and a goal function that references one or more measurement(s); and modify operation of a controller based on the machine learning.

Abstract: Methods, apparatus, systems, and articles of manufacture are disclosed for an application marketplace for process control systems. An example apparatus includes at least one memory, machine readable instructions, and processor circuitry to at least one of instantiate or execute the machine readable instructions to detect at least one of a configuration or a state of operation of a process control system based on telemetry data associated with the process control system, execute a machine learning model to generate an output based on the at least one of the configuration or the state of operation, the output to be representative of a recommendation to change a portion of the process control system, and cause a change of the portion of the process control system based on the recommendation.