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Cracking the Code: Estimating Lost Gas Consumption Data with Machine Learning
Introduction At Bravura AI, we recently encountered a fascinating challenge that required a blend of cutting-edge technologies and creative problem-solving. Our client faced a critical situation: they needed to report annual gas consumption, but due to a migration project they had lost some crucial data. With time ticking away, we embarked on a mission to […]
Bravura-AI’s Validation Prowess — Migrating DeltaV Operate to DeltaV Live
Executive Summary Through three consecutive validation projects, Bravura-AI helped a leading global biopharmaceutical manufacturer successfully migrate from DeltaV Operate to DeltaV Live without compromising compliance or production. Using its range of tools, Bravura-AI automated validation testing, documentation, and error detection—reducing manual workload by 90% and accelerating validation cycles tenfold. The result: faster modernization, zero unplanned […]
Validated System Owner; Automating DeltaV System Migration IQ with Bravura-AI
Delivering Validation Speed, Accuracy, and a New Standard for Digital Compliance Executive Summary When the Validated System owner planned a major migration of its Emerson DeltaV process control system, the Installation Qualification (IQ) phase emerged as a bottleneck. Traditionally manual and error-prone, this phase risked delays and rework that could derail project timelines and budgets. […]
Turning a 7-Day Emergency Fix Into a 3-Day Win
How Bravura AI helped a field engineer walk into unfamiliar code, solve a freeze-valve crisis, and hand off complete documentation—all before the weekend was over. Hours(not days)Time-to-Productivity 3 Days(vs. 6–7 typical)Project Duration RepeatBusiness WonOutcome The Challenge A Western Midstream natural gas facility in Casper, Wyoming was facing an urgent operational threat as winter approached. Their […]
Unlocking Insights: How Artificial Intelligence Solved a Gas Consumption Mystery
Introduction At Bravura AI, we recently encountered a fascinating challenge that required a blend of cutting-edge technologies and creative problem-solving. Our client faced a critical situation: they needed to report the annual gas consumption, but due to a migration project they had lost some crucial data. With time ticking away, we embarked on a mission […]
Case Study : Commissioning Utility Plant Equipment
Commissioning activities in the Oil & Gas Industry is all about time and scheduling because in the Oil & Gas Industry, time is money! Introduction Client is a Petroleum On-Shore midstream operating company. They deployed 4 systems in the Permian Basin from 2022 to 2024. Each deployment was successively improved by integrating the DeltaV System’s […]
Case Study : Decommissioning Utility Plant Equipment
This case study highlights the importance of careful planning prior to and during execution in decommissioning plant equipment, ensuring minimal disruption and efficient resolution of system errors to respect the desired flawless operation of the equipment that is to remain functional. Introduction A client faced a significant challenge after decommissioning an outdated cooling plant from […]
Can AI help with energy optimization?
ABB recently asked an essential question: Can AI help with energy optimization? They are absolutely right—this is about so much more than pretty dashboards and surface-layer data. As ABB highlights in their article, moving from simple energy monitoring to true energy optimization requires stabilizing industrial processes, managing uncertainty, and turning fragmented data into measurable savings. […]
How Bill Walsh’s Philosophy Drives Better Process Automation
From the Gridiron to the Control Room: How Bill Walsh’s Philosophy Drives Better Process Automation You may know Bill Walsh as the legendary NFL coach who turned the San Francisco 49ers into a dynasty. His famous principle? “The score takes care of itself.” Walsh believed that if every player executed their role with precision — down […]
From Plant Task Mastering to Teaching Machines
How a Former Plant Manager Discovered That Perfect Data—and a Little AI—Might Just Be the Key to Industrial Nirvana Ten years into his career, Brian McWhorter was offered the plant manager’s chair. He turned it down. “I just didn’t like the idea of just task mastering. It wasn’t really innovating enough for my creativity. In […]