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Enterprise teams are rapidly integrating AI across development, testing and requirements planning. But what is AI missing about the critical organizational context — how software connects to broader business processes? And how does that manifest in requirements gaps, hidden risks and testing misalignments?
Michael Schank, author and founder of Insight Twin, joins the podcast to explain the importance of supplying AI with dynamic models that connect processes, systems, roles and business goals. He explains why AI thrives when it has true operational context — and how it enables engineering and quality leaders to make smarter decisions.
About the guest:
Michael Schank has spent nearly 30 years helping organizations navigate complex transformations — system implementations, operational excellence programs, risk and compliance, enterprise architecture and large-scale digital change. He's the author of Digital Transformation Success, where he introduced the Process Inventory Framework. Now as founder of Insight Twin, Michael helps give leaders clear visibility into their operations so AI projects align with how the business really works.
You can find Michael’s book here: https://a.co/d/0h8TrKqi
Hosted by David Carty
Produced by David Carty, Samsu Sallah and Joe Stella
Graphic design by Karley Searles
To contact the producers, please email us at podcasts@applause.com.
