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VINCI has deployed a pragmatic and decentralized approach to scale AI across its concessions, construction, and energy businesses. VINCI’s innovation arm Leonard acts as the primary engine, running IA/AI accelerator cohorts spanning inspections, digital-worksite plans, underground-utility mapping, and other use-cases. Business units translated pilots into operations: VINCI Highways’ ViaPlus delivered an AI image-review system for free-flow tolling in Harris County, and VINCI Construction piloted Exodigo to automate underground utility identification – both examples of AI reducing manual survey work and improving safety.