
AI Failures in Construction for Business Leaders to Fix Workflow Gaps with Connor and Hugh
From The ConTechCrew by Jeff Sample
February 3, 2026 · 45 min
About this episode
The episode discusses the real-world application of AI in construction and how to effectively implement it for business advantage.
In this episode of The ConTech Crew , host Jeff Sample looks into the real-world application of AI in construction with industry leaders from Quantum Rise. While AI is generating excitement across industries, construction companies often struggle with where to start, what to automate, and how to ensure meaningful ROI. This conversation breaks down the path from curiosity to implementation, showing how AI can shift from buzzword to business advantage, if done right. Hugh Seaton and Connor Schmeling from Quantum Rise join the show. Hugh brings years of experience in AI and digital transformation, with a sharp focus on aligning tech with business goals. Connor leads the construction vertical at Quantum Rise, leveraging a consulting and technology background (KPMG, fintech) to help contractors and subcontractors drive value through AI. Together, they offer a complementary blend of vision and execution. Key Takeaways Why starting AI initiatives with business outcomes is the key to success. Common AI implementation pitfalls in construction and how to avoid them. The value of automating “boring” but necessary tasks to free up human expertise. How Quantum Rise uses a “Rapid AI…
People in this episode
Host: Jeff Sample
Guests: Hugh Seaton, Connor Schmeling
Topics covered
- AI in construction
- business outcomes
- automation
- implementation pitfalls
- digital transformation
- ROI
- modular solutions
Keywords
- AI failures
- construction industry
- workflow gaps
- business leaders
- automation
- ROI
- digital transformation
- Quantum Rise
Mentioned in this episode
Organizations: Quantum Rise, KPMG, fintech
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