You Can't Spell DMAIC Without AI
AI is making things faster. Find out why that's not always the same as making things better. On this episode of Quality Time With MoreSteam, Xander Hathaway joins the podcast. Xander studied computer science at Notre Dame. He earned his master's in information and data science from UC Berkeley. And for nearly five years, he has been VP of Product Development at MoreSteam, which means he spends his days thinking about software, Lean, and AI all at once.
That background matters for Xander's conversation with host Dan Swartwout. Xander and Dan explore the intersection of continuous improvement and artificial intelligence. Speed and improvement are not the same thing, and the gap between them is exactly where continuous improvement lives. Measuring output has always been easier than measuring value. Because of that, faster tools can make it easier to go all in on producing the wrong things. What about standard work and process knowledge? When AI is doing the building, standard work matters more than ever. And process knowledge does not become less important as technology improves. Rather, Xander says the opposite is true. And every system has a tolerance for error. Knowing your tolerance can change how your system is built.
Finally, it's Quality Time with MoreSteam, so expect a few laughs along the way. In particular, stick around for the birthday story. Nine months later, Dan still can't explain it. As it turns out, neither can AI.
In this episode, you will hear about:
2:39 - Software engineering and operational excellence
5:07 - The "Gemba" in Software Engineering
6:45 - Using AI to improve the process, not just move faster
8:51 - AI and output metrics
10:12 - AI, software development, and standard work
13:45 - Adopting AI in both operational excellence and technology
16:03 - Dealing with "hallucinations"
20:46 - AI adding complexity to software systems
22:23 - AI predictions in the past versus the future state of AI
26:07 - Rapid AI improvement and deep process knowledge
27:55 - Tips for OpEx leaders as their organizations adopt AI
30:28 - Dan's baseball story (cliffhanger alert!)
Additional Resources:
Xander Hathaway on LinkedIn [https://www.linkedin.com/in/xander-hathaway-88591688/]
MoreSteam's YouTube Channel [https://www.youtube.com/@MoreSteamcom-sm6fe]
Quality Time With MoreSteam on Facebook [https://www.facebook.com/profile.php?id=61563414037584]
Quality Time With MoreSteam on Instagram [https://www.instagram.com/qualitytimewithmoresteam/]
Quality Time With MoreSteam on LinkedIn [https://www.linkedin.com/showcase/quality-time-with-moresteam-podcast/]
MoreSteam's Website [https://www.moresteam.com/]
Subscribe to MoreSteam's Newsletter [https://www.moresteam.com/morenews]
MoreSteam on LinkedIn [https://www.linkedin.com/company/moresteam.com-llc/mycompany/]
Dan Swartwout on LinkedIn [https://www.linkedin.com/in/dan-swartwout-97277b62/]
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