Your Data Doesn't Need to Be Perfect: How Contractors Should Actually Start with AI

Hugh Seaton · Founder and AI Strategy Consultant · The Link

In this episode, Hugh Seaton, a seasoned AI strategist for contractors, breaks down everything you need to know, from assessing your current data maturity to building an effective AI roadmap that aligns with your business goals. Discover how leading companies are leveraging AI not just to automate tasks but to elevate human expertise, improve decision-making, and gain a competitive edge. Today's Guest: Hugh Seaton, Managing Director, Construction | CEO Advisor on AI, Risk, and Decision Governance in the Built Environment Check Him Out on Linkedin: https://www.linkedin.com/in/hughseaton/ Episode Sponsors: Check Out Trunk Tools: https://trunktools.com/

1. 00:00Welcome back and the pivot to consulting
2. 04:10Where contractors actually stand with AI
3. 08:11How AI works and elevating human expertise
4. 13:04Palantir, ontologies, and domain expertise
5. 18:02Starting when your data is a mess
6. 26:21Token spend, lock-in, and infrastructure overshoot
7. 31:41Three tests for what you can automate
8. 37:13Personal second brains meet enterprise AI
9. 51:29Org structure, CIOs, and the authority gap
10. 54:08New model releases and advice for leaders

Timestamps are from the recording and may drift a minute or two from the published edit.

"When you try to automate a thing, you realize how smart people are. Even the guy that you don't think is that bright is adding a ton of value in the process."

Hugh Seaton · 09:36

"What history shows is the lock-in risk isn't ever actually at the infrastructure layer. It's when you're closer to the customer. So I would be more worried about a Palantir, and I'd be more worried about a Microsoft."

Hugh Seaton · 29:40

"Knowing how to run a construction company is infinitely more complex than what they need to know about AI. This is just another tool."

Hugh Seaton · 1:01:05