E163: Luigi La Corte, Co-Founder and CEO at Provision

E163: Luigi La Corte, Co-Founder and CEO at Provision

June 15, 2026 · 25 min

About this episode

Gareth McGlynn interviews Luigi La Corte about the AI platform Provision and its impact on preconstruction scope management.

Gareth McGlynn sits down with Luigi La Corte, Co-Founder and CEO of Provision, recorded live at Advancing Preconstruction 2026 in Phoenix. Provision is an AI platform built to solve scope gaps in preconstruction, a problem La Corte describes as costing GCs an estimated 0.5–2% of total project cost. Key Topics Covered: Career Path to Provision: From civil engineering at Arup, to infrastructure finance at Plenary, to founding Provision after observing scope failures at the largest GCs in North America. Provision's Pivot: From contract review to Scope Agent, targeting scope gaps after general AI models made document review defensible. Why Scopes Are Hard for AI: LLM limitations with image interpretation, thousands of edge cases around drawing legends and plan references, requiring purpose-built tooling. $1M Dataset Investment: Hundreds of thousands of estimator-verified line items across real projects, built to substantiate accuracy claims. Real-World Results: One customer from three weeks to four days on scope prep. Addenda changes caught before subcontractor distribution, preventing a six-figure issue. AI and the Estimator: Automating rote workflows (spec review, RFI conflicts…

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