AI On The Job
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Tyler Junell

Tyler Junell
Five Inputs That Make AI Job Costing Actually Work

Five Inputs That Make AI Job Costing Actually Work

I've been watching restoration contractors try to estimate jobs for years, and there's a pattern I keep seeing. They think in terms of the finished product. Install baseboards. Replace drywall. Restore water damage. The mental image is the end result, not the sequence of work required

By Tyler Junell 11 Mar 2026
The Back Office Tasks You Can't Automate Until You Can See Them

The Back Office Tasks You Can't Automate Until You Can See Them

I ask restoration contractors to create mind maps when they tell me they want to automate their back office. It sounds simple. Map out how your company runs, show me the tasks, and we'll teach the AI what needs to happen. The owner knows the business better than

By Tyler Junell 06 Mar 2026
Why Contractors Are Investing in the Wrong AI

Why Contractors Are Investing in the Wrong AI

When contractors reach out to me about AI, they want to talk about ChatGPT. They've been using it to build email templates, draft proposals, maybe generate some content for their website. They're excited about it. They consider this "adopting AI." I understand the appeal.

By Tyler Junell 04 Mar 2026
Why I Started Writing About AI for Contractors (And What I'm Actually Trying to Do)

Why I Started Writing About AI for Contractors (And What I'm Actually Trying to Do)

I'm not a journalist. I'm not an AI researcher. And I'm definitely not someone who's going to tell you that artificial intelligence is going to revolutionize your business while having never actually run one. What I am is a restoration contractor and

By Tyler Junell 25 Feb 2026
AI On The Job
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AI On The Job

The companion publication to the AI On The Job podcast. Practical content for service industry businesses ready to modernize how they manage projects and people.