Abstract: An approach is provided for large language model (LLM) map feedback reporting. The approach involves, for example, processing an input specifying a map error/feedback using an LLM to classify a map error type. The approach also comprises determining a map error template based on the map error type that specifies structured data fields for the map error type. The approach further involves using the template to construct prompts for the LLM to generate questions to collect data items for populating the data fields, and providing the prompts to the LLM to generate the questions and collect the data items from the user. The approach further involves using template to generate additional prompts to generate a map error report of the data items in a structured data format, and providing the additional prompts to the LLM to generate the map error report for transmission to a map feedback system.

Abstract: A system is provided for remote monitoring, decision making and operating of on-site well operation equipment. The system includes an on-site make-up monitoring system for receiving data from one or more on-site sensor modules and configured to process in real time from the received data, connection profiles and curves relating to the tubular connection make-up operation; a cloud-based system configured to receive compressed data from the on-site make-up monitoring system and to reprocess the received data to replicate the connection profiles and curves relating to the tubular connection make up operation; and one or more dedicated remote portals accessible by one or more remote users for review or analysis of the connection profiles and curves generated by the cloud-based system, and to transmit instructions via the cloud-based system to the on-site make-up monitoring system for modifying the operation of the make-up equipment.

Abstract: A method is provided for remote monitoring, decision making and operation of one or more parameters of on-site well operation equipment. The method includes collecting data corresponding to the at least one parameter by one or more on-site sensor modules assigned to the equipment for monitoring joint make-up of tubing and casing connections; transmitting the collected data to an on-site make-up monitoring system; transmitting said collected data from the on-site make-up monitoring system to a cloud or edge-based system for storage, display and analysis; accessing collected day by one or more users via one or more dedicated remote portals for review or analysis; and transmitting instructions from any one or more users via the remote portal and cloud or edge-based system back to the on-site make-up monitoring system for modifying the operation of the equipment within predefined limits.

Abstract: A method is provided for remote monitoring, decision making and operation of one or more parameters of on-site well operation equipment. The method includes collecting data corresponding to the at least one parameter by one or more on-site sensor modules assigned to the equipment for monitoring joint make-up of tubing and casing connections; transmitting the collected data to an on-site make-up monitoring system; transmitting said collected data from the on-site make-up monitoring system to a cloud or edge-based system for storage, display and analysis; accessing collected day by one or more users via one or more dedicated remote portals for review or analysis; and transmitting instructions from any one or more users via the remote portal and cloud or edge-based system back to the on-site make-up monitoring system for modifying the operation of the equipment within predefined limits.