The Construction Industry Doesn't Need More Software; It Needs Better Connections with Yael Hanan

Trade contractors operate at the center of some of construction’s most complex workflows; estimating, procurement, scheduling, fabrication, field execution, change management, and closeout, yet their critical project data often lives across disconnected systems. In this episode, the crew previews Trimble Dimensions 2026 and sits down with Yael Hanan, co-founder and CEO of Pelles AI, to explore how AI could help trade contractors connect those fragmented systems without forcing them to abandon the tools and workflows they already rely on. 

The conversation digs into Pelles AI’s vision for an AI infrastructure layer for the trades, connecting information across estimating, takeoff, project management, fabrication, schedules, contracts, and other systems. Yael also shares Pelles AI’s experience with Trimble’s 0 to 60 Challenge, why interoperability matters more than an all-in-one platform, and how better-connected data can move experienced construction professionals away from repetitive work and toward higher-value decision-making. 

• Why trade contractors need a different approach to construction technology and why workflows can vary significantly not only between trades, but even between contractors working in the same specialty.
• How AI can connect an existing construction tech stack rather than trying to replace estimating, takeoff, project management, fabrication, scheduling, and other specialized tools.
• How connected project data can protect and improve margins, including comparing estimates against actual project outcomes and carrying lessons learned into future bids.
• Why construction AI needs to lead to action, turning information from drawings, specifications, contracts, markups, schedules, and other sources into RFIs, change-order processes, purchasing decisions, invoicing, and other workflows.
• Where construction AI and interoperability are headed next, including Pelles AI’s Trimble integrations, the importance of ERP connections, and why Yael believes the intelligence layer across multiple construction systems represents a major opportunity.

[00:00] - Episode Teaser

[03:47] - From Construction Law to Construction Tech

[06:26] - Building AI Infrastructure for Trade Contractors

[10:28] - What a Connected Trade Workflow Actually Looks Like

[12:28] - Closing the Gap Between Estimates and Actual Results

[14:53] - Connecting Schedule, Procurement, and Fabrication

[19:11] - Trimble’s 0 to 60 Challenge and the Integration Strategy

[20:40] - Why the Future Is Connected Tech Stacks, Not One Tool

[32:19] - Rapid Fire, What’s Next, and Trimble Dimensions

[38:45] - How to Connect

• LinkedIn: https://www.linkedin.com/in/yael-meretyk-hanan/
• Website (Company): https://www.pelles.ai/
• LinkedIn (Company): https://www.linkedin.com/company/pelles-ai/

• Jeff Sample: https://www.linkedin.com/in/ironmanofit/
• Nathan Wood: https://www.linkedin.com/in/nathanaec/

• Website: https://thecontechcrew.com/ 
• YouTube: https://www.youtube.com/channel/UCBDRThvRmSpyTZmMWY4EAjg 
• LinkedIn: https://www.linkedin.com/company/the-contechcrew/ 
• Facebook: https://www.facebook.com/TheConTechCrew/ 
• Instagram: https://www.instagram.com/thecontechcrew/?hl=en 
• Tiktok: https://www.tiktok.com/@thecontechcrew 
• X: https://x.com/TheConTechCrew