Orrick Industries, LLC is a Delaware-based technology company building AI inference efficiency technology — helping AI run faster and use less energy on the hardware that's already deployed today. The AI industry's answer to rising compute demand has mostly been to build more capacity: more chips, more data centers, more energy draw. We think there's a faster, cheaper, and more sustainable answer sitting in the hardware already running — and we've spent the past several months building it, quietly, before having anything to show for it. In February 2026, we joined MLCommons as a General Member. In 2026, we're submitting our first results to MLPerf Inference, the industry's benchmark for measuring real-world AI performance. Our growing, patent-pending portfolio reflects a simple belief: the most interesting problems in this field were never solved by pushing harder in the same direction. They were solved by people willing to question what everyone else had already decided was settled. For more on our research, visit our R&D subsidiary, Orrick Research and Development.
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Member ML Commons | Patents Pending
For more information on our discoveries, visit our R&D subsidiary, Orrick Research and Development