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PEX: Steven Remsen, Intel

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Manage episode 254459305 series 1432771
Content provided by Seth Adler. All podcast content including episodes, graphics, and podcast descriptions are uploaded and provided directly by Seth Adler or their podcast platform partner. If you believe someone is using your copyrighted work without your permission, you can follow the process outlined here https://podcastplayer.com/legal.

Intel's Steven Remsen made the cross-country trip from Portland, OR to Orlando for OPEX Week. We caught up with him to discuss process mining. Steven starts out with a quick history of a few special algorithms before noting the strengths of traditional mapping methods. As a practitioner, he understands the three basic steps of process mining from the academic space: discovery, conformance, and enhancement. Steve's science background sets him apart from some other data scientists who see the black boxes of AI as collateral. Steven looks under the hood. After all, he notes, finding an AI solution to a business problem isn't enough—it must be the correct solution. Next, Stephen shares a multi-million-dollar solution to a bottleneck in Intel's fabrication process that was achieved through a quick and easy process mining activity. Next, Steven drives home the backbone of any successful AI implementation: people. In order to process mine in a holistic way, as Steven says, "It's always people, process, technology." He demonstrates this point with one more fantastic story about how data won't work together if people can't.

  continue reading

100 episodes

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PEX: Steven Remsen, Intel

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Manage episode 254459305 series 1432771
Content provided by Seth Adler. All podcast content including episodes, graphics, and podcast descriptions are uploaded and provided directly by Seth Adler or their podcast platform partner. If you believe someone is using your copyrighted work without your permission, you can follow the process outlined here https://podcastplayer.com/legal.

Intel's Steven Remsen made the cross-country trip from Portland, OR to Orlando for OPEX Week. We caught up with him to discuss process mining. Steven starts out with a quick history of a few special algorithms before noting the strengths of traditional mapping methods. As a practitioner, he understands the three basic steps of process mining from the academic space: discovery, conformance, and enhancement. Steve's science background sets him apart from some other data scientists who see the black boxes of AI as collateral. Steven looks under the hood. After all, he notes, finding an AI solution to a business problem isn't enough—it must be the correct solution. Next, Stephen shares a multi-million-dollar solution to a bottleneck in Intel's fabrication process that was achieved through a quick and easy process mining activity. Next, Steven drives home the backbone of any successful AI implementation: people. In order to process mine in a holistic way, as Steven says, "It's always people, process, technology." He demonstrates this point with one more fantastic story about how data won't work together if people can't.

  continue reading

100 episodes

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