Construction has lagged behind every major industry in technology adoption.

Manual data entry. Spreadsheets. Email-based procurement. Slow invoice approvals. Paper delivery tickets.

That’s finally changing.

In this episode of Built This Week, Sam Nadler and Jordan Metzner sit down with Eldar (Field Materials AI) to break down how AI is automating procurement for commercial and civil contractors — from reading quotes and invoices to verifying pricing, matching delivery tickets, and integrating directly with ERPs.

Field Materials builds AI agents that eliminate manual data entry across the procure-to-pay cycle for electrical, mechanical, concrete, drywall, and other commercial subcontractors working on hospitals, data centers, and billion-dollar infrastructure projects.

We also explore:

• Why construction productivity has barely improved in decades
• How AI agents read and process supplier quotes automatically
• How foundational model improvements upgrade products overnight
• Why procurement automation directly impacts margin
• The data center boom forcing construction to modernize
• The difference between “adding AI” and building AI-first software
• Whether incumbents like SAP and Salesforce are at risk
• Why we may be entering a golden era for construction technology

This isn’t theoretical AI.

This is production AI operating inside large-scale commercial construction projects today.

⏱️ TIMESTAMPS

(0:00) Entering the golden era of construction tech
(0:24) Welcome to Built This Week
(0:43) Introducing Field Materials AI
(1:12) What Field Materials actually does
(1:41) Scenario modeling demo (BOM shock analysis)
(3:51) Pricing intelligence and risk modeling
(4:53) How the company started
(6:13) Automating quotes, invoices, and delivery tickets
(7:23) Who uses Field Materials (commercial subs)
(8:49) How procurement actually works today (manual chaos)
(10:07) Cutting overhead and scaling without hiring
(11:29) Reducing material waste and pricing errors
(12:25) Accelerating invoice approval cycles
(13:04) AI agents for different document types
(14:01) How foundational model upgrades improve the product
(15:09) Why construction underinvested in tech
(15:52) The data center boom forcing modernization
(16:49) AI + robotics + prefabrication
(17:31) Anthropic partnerships and enterprise AI integration
(18:39) The next wave: AI with “hands” in enterprise systems
(19:49) Why incumbents risk building gimmicks
(21:07) Salesforce, SAP, and retention vs innovation
(24:12) COBOL, modernization, and disruption cycles
(26:39) Why building real AI tools is still hard
(27:03) Where to find Field Materials

🔗 LINKS

Field Materials
https://fieldmaterials.ai

Built This Week
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🎙️ HOSTS

Jordan Metzner
https://linkedin.com/in/jordanmetzner
https://x.com/mrjmetz

Sam Nadler
https://linkedin.com/in/sam-nadler-1881b75
https://x.com/Gravino05