Can AI revolutionize EPC?

The CEO of Unlimited Industries says big construction projects need AI solutions to reduce risks.

An episode of the Catalyst with Shayle Kann podcast, hosted by Latitude Media, titled "Can AI revolutionize EPC?" was published on December 11, 2025 and runs 35 minutes.

December 11, 2025 ·35m · Catalyst with Shayle Kann

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Summary

Big construction projects in the U.S. are notoriously unpredictable, often finishing over budget and behind schedule. Part of the problem is the inherent complexity of these kinds of projects, like data centers and first-of-a-kind plants. But there’s another problem: the companies that actually build these projects — called EPC firms for engineering, procurement, and construction — often lack strong incentives to control costs or deliver on time. That’s the thesis behind Unlimited Industries, a new startup focused on using AI to develop multiple project designs upfront and reduce project risks. So what would it take to actually cut costs and shorten construction timelines? In this episode, Shayle talks to Alex Modon, co-founder and CEO of Unlimited Industries. The company recently announced a $12 million fundraise as it emerged from stealth. Shayle and Alex cover topics like: How EPC incentives and contract structures drive cost overruns Why bespoke projects prevent learning and standardization The role software and AI can play in design and risk reduction EPC Managing risks – including geopolitics, contractor reliability, and supply chains Resources: Catalyst: FOAK tales The Green Blueprint: Shortening the nuclear development cycle from decades to years Catalyst: The cost of nuclear Credits: Hosted by Shayle Kann. Produced and edited by Daniel Woldorff. Original music and engineering by Sean Marquand. Stephen Lacey is our executive editor. Catalyst is brought to you by EnergyHub. EnergyHub helps utilities build next-generation virtual power plants that unlock reliable flexibility at every level of the grid. See how EnergyHub helps unlock the power of flexibility at scale, and deliver more value through cross-DER dispatch with their leading Edge DERMS platform, by visiting energyhub.com. Catalyst is brought to you by Bloom Energy. AI data centers can’t wait years for grid power—and with Bloom Energy’s fuel cells, they don’t have to. Bloom Energy delivers affordable, always-on, ultra-reliable onsite power, built for chipmakers, hyperscalers, and data center leaders looking to power their operations at AI speed. Learn more by visiting BloomEnergy.com.