“Data architecture first. Then platforms. Then AI.”
John Lehmann
Never AI on Top of Chaos
John Lehmann on the order of operations for construction technology: data architecture first, then platforms, then AI.
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President, Construction Leadership Network
John Lehmann is co-founder and president of the Construction Leadership Network. He spent his career bridging operations and executive leadership in construction, and now leads CLN’s Technology & AI Virtual Peer Group.
Data architecture first. Then platforms. Then AI.
Transformation is about leadership and mindset, not just software.
Honest conversations with peers who are working through the same problems.
“Data architecture first. Then platforms. Then AI.”
John Lehmann
John Lehmann on the order of operations for construction technology: data architecture first, then platforms, then AI.
Read the draft
From his earliest management roles to leading CLN: what keeps construction leaders up at night, the three digital paths, and why peer groups matter.
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SI Doesn’t Adopt Itself
John is writing a book on getting construction teams ready for AI and SI.
About the book