·  April 2025

365 Jobs Into One AI Model: A Builder's Precon Weapon

41:50
Beyond the Bid Podcast
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Sean Skellenger — 365 Jobs Into One AI Model: A Builder's Precon Weapon
Episode Overview

What You'll Learn in This Episode

Sean Skellenger is the CEO of Skelly Build, an award-winning custom home and renovation firm in Austin, TX. Most builders treat their historical project data like dead weight sitting in a CRM. Sean sees it as fuel. In this conversation, he breaks down his crawl-walk-run AI roadmap, why preconstruction is where money is made and lost, and how 365 jobs of real data could turn estimating from a 2-week bottleneck into a same-week advantage.

Table of Contents
  • 03:40 Crawl-Walk-Run: How to Build an AI Roadmap Without Burning Cash
  • 06:09 Why Preconstruction Is Where Builders Make and Lose Money
  • 08:10 Fixed-Price Model All the Way Down to Subs
  • 10:35 The 365-Job AI Model: Feeding History Into Faster Estimates
  • 12:00 AI Job Site Cameras That Identify Which Subs Are On Site
  • 17:10 Who Not How: Being the Worst at Everything in Your Company
Your Host's Guest
Sean Skellenger headshot
Sean Skellenger
CEO, Skelly Build
Skelly Build
Skelly Build logo
CEO of Award-Winning Custom Home Builder
40-Person Fixed-Price Operation
AIA-Accredited, B2B Marketing Strategy
Crawl-Walk-Run AI Adoption Roadmap
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Why Sean?
01
Award-Winning Builder in Austin, TX
Leads Skelly Build, a woman-founded, AIA-accredited custom home and renovation firm recognized for design excellence and a fixed-price delivery model that eliminates client uncertainty.
02
40-Person Fixed-Price Operation
Runs a specialized team of estimators, project managers, and material managers — all aligned around fixed-price contracts that extend down to every subcontractor on every job.
03
B2B Strategy Targeting Architects & Designers
Built a referral engine focused on architects and designers rather than homeowners — positioning Skelly Build as the trusted execution partner for the design community in Austin.
04
Crawl-Walk-Run AI Adoption Roadmap
Structured a quarterly AI implementation plan tied to EOS 90-day rocks — starting with CRM automation and moving to full preconstruction AI — with 2 dedicated hours of AI learning every single week.
Featured & Trusted By
Skelly Build
Austin TX
Fixed-Price Builder
AI Precon
EOS
Topics & Timestamps

Episode Highlights & Insights

Featured Methodology
Crawl-Walk-Run AI Adoption Roadmap
The framework Sean Skellenger teaches service businesses to win 6x more clients with story-driven content.
Guest Resource
Skelly Build
Access the resource →
Episode Duration
41:50
Dense, no-filler conversation covering the full framework from concept to execution.
01
03:40
Crawl-Walk-Run: How to Build an AI Roadmap Without Burning Cash
02
06:09
Why Preconstruction Is Where Builders Make and Lose Money
03
08:10
Fixed-Price Model All the Way Down to Subs
04
10:35
The 365-Job AI Model: Feeding History Into Faster Estimates
05
12:00
AI Job Site Cameras That Identify Which Subs Are On Site
06
17:10
Who Not How: Being the Worst at Everything in Your Company
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Most builders don't know their preconstruction cost per estimate, their bid-to-win ratio, or how much unbilled scope creep walks out the door every quarter. The GO First AI Diagnostic maps your #1 bottleneck in under 45 minutes — before your competitor figures it out first.

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