Beyond the Lens

Industrial operations have long depended on the OODA loop—Observe, Orient, Decide, Act—a military-inspired decision framework that works, but at great cost. It requires physical presence, human expertise, and often misses key variables hidden from view. This age-old method is embedded across energy infrastructure—from wells to refineries.

The digital age, however, is transforming our ability to observe. With billions of video-capable devices generating colossal amounts of data, and artificial intelligence now capable of interpreting this data in real time, there’s a game-changing opportunity at hand.

This episode explores the staggering scale and value of video data, and how AI’s emerging ability to interpret video feeds on the fly can augment, and in some cases replace, the human eye in the OODA loop. I outline some of the implications for quality inspections, site assembly checks, and future-proofing industrial operations.

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Disclaimer

The views expressed in this podcast are my own and do not constitute professional advice.

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