EPISODE · Jun 8, 2026 · 52 MIN
Casual AI in Construction...and other things...
from Data Chat · host Single Point Solutions
Iain is rejoined by Bill Schmarzo — “the Dean of Big Data,” author of The AI Human Edge — for a wide-ranging conversation on how data and AI can transform the construction and house-building industry. Bill makes the case that AI should elevate people, not replace them, and shares practical, field-tested ideas drawn from sports, healthcare and education that apply directly to construction teams.Key discussion topics in the episode include: AI should elevate, not automate — why the real opportunity is amplifying human domain expertise and unleashing ingenuity, not cutting headcount (and why “productivity” is a race to the bottom). Build your own “Yoda” (Your Own Digital Assistant) — training a domain-specific AI on your problems, the Socratic method and ethical guardrails so it challenges your thinking instead of giving generic answers.Don’t start with data — the fallacy of leading with data, and why the conversation must start with the decision, the stakeholders and the desired outcomes first.Causal AI vs Predictive AI — understanding the factors that actually drive outcomes, and why causal AI is ripe to be a game-changer for construction cash flow, scheduling and subcontractor risk.From competency to mastery to elevation — how AI can act as a personal development guide at every career stage, and the opportunity for construction to leapfrog other industries despite a shrinking, ageing workforce.
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