Abstract: A system and process is described for securely searching and summarizing results from organizational source systems. The system and process retrieves live data from multiple disparate systems of record using a retrieval-augmented generation (RAG) approach, AI agents, and an AI Assistant Orchestrator. The AI Assistant Orchestrator is aware of all of capabilities of the AI agents and the systems of record including security, data structures, and communication protocols, and automatically generates requests for the AI agents and queries for the systems of record in their respective correct format and execution order including adaptive calls based on information for preceding request or execution steps. The method also correlates data identities between the systems of record and the AI agents using dynamically generated harmonization steps with generative AI to obtain retrieved data and correlated information; and provides the retrieved data and the correlated information to the operator.

Abstract: A digital twin of a facility defines relationships between different components of the facility and a system of record for the facility. Information from different monitoring systems for the facility are related to events by the digital twin of the facility. Historical operation information for the facility is used to train a machine learning model. The trained machine learning model facilitates operations at the facility by providing descriptive information, predictive information, and/or prescriptive information on the operations at the facility.

Abstract: A system is described herein for performing off shore field operations. The system includes a number of process measuring devices that measure real-time process data. The system can further include a wellhead stack positioned at a sea floor, where the wellhead stack performs managed pressure drilling (MPD) as part of the field operations. The system can also include a dynamic process module executing on a hardware processor and providing first real-time output during the MPD using the real-time process data, where the dynamic process module includes a first off-the-shelf software package communicably coupled to a first model. The system can further include a dynamic integration engine executing on a hardware processor and receiving a first real-time output from the first model of the dynamic process module.

Abstract: A system is described herein for performing off shore field operations. The system includes a number of process measuring devices that measure real-time process data. The system can further include a wellhead stack positioned at a sea floor, where the wellhead stack performs managed pressure drilling (MPD) as part of the field operations. The system can also include a dynamic process module executing on a hardware processor and providing first real-time output during the MPD using the real-time process data, where the dynamic process module includes a first off-the-shelf software package communicably coupled to a first model. The system can further include a dynamic integration engine executing on a hardware processor and receiving a first real-time output from the first model of the dynamic process module.