At ODSC, Amy Hodler (GraphGeeks) chats with Stamati Liapis, cofounder of Enlay, about using graph AI and network modeling to transform risk management in the construction industry. Stamati explains how he applied his PhD in computational neuroscience (studying brain networks) to solving complex risk networks in construction.
Key Takeaways:
Around 96% of construction data sits unused. Graph AI and LLMs help structure this messy data for accurate future predictions.
We can combine graph modeling and LLMs to help contractors analyze financial, commercial, and contractual risk across a project’s entire lifecycle.
Academic Founder Tip: Shift from perfectionism and ship an 80%-ready product to get real-world user feedback instead of optimizing in a silo.
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