Side-by-side comparison of AI visibility scores, market position, and capabilities
San Francisco nonprofit criminal justice AI platform (founded 2018); 16 state corrections partners, 156K people helped home, $1.3B+ savings, North Dakota 25% prison population reduction, Iowa partnership Sep 2024.
Recidiviz is a San Francisco, California-based nonprofit technology organization — funded by Arnold Ventures, Chan Zuckerberg Initiative, Mozilla Foundation, and Stand Together Trust — partnering with state departments of corrections to provide real-time data platforms, AI-powered case management tools, and decision-support systems that help identify incarcerated people eligible for early release, improve probation and parole supervision outcomes, and reduce recidivism at a systemic scale across the US prison population. Founded in 2018 by Executive Director Clementine Jacoby, Andrew Warren, and Joshua Essex — three former Google product managers who began the organization as a volunteer project while still at Google — Recidiviz started with seed funding of $150,000 from Y Combinator in 2019 and has grown to partner with 16 state departments of corrections as of 2024, including Idaho, Iowa, Maine, Missouri, North Dakota, Pennsylvania, Tennessee, and others. The organization's measured impact includes helping 156,000 people return home across all partner states, contributing to more than $1.3 billion in taxpayer savings, with projections showing over $3.8 billion in costs avoided and 245,000 life years given back to people in the justice system. In September 2024, Iowa Governor Kim Reynolds announced a partnership with Recidiviz, joining 15 other state corrections departments leveraging Recidiviz's platform.
Nanterre global concessions and construction (EPA: DG, CAC 40) at €71.6B 2024 revenue record and €4.9B net income; 72 airports/4,400km toll roads with Edinburgh Airport acquisition competing with ACS for global infrastructure concessions.
VINCI SA is a Nanterre, France-headquartered global concessions and construction group — listed on Euronext Paris (EPA: DG) as a CAC 40 component — reporting record €71.6 billion in revenue and €4.9 billion in net income for 2024, employing 285,000 people across 120+ countries in three business divisions: Vinci Concessions (€11.7 billion revenue, operating 4,400 km of toll roads and 72 airports including Gatwick and Edinburgh airports in 14 countries), Vinci Energies (€27.5 billion revenue, energy transition and digital infrastructure services), and Vinci Construction (€31.8 billion revenue, civil engineering, buildings, and hydraulic engineering). International markets represent 58% of total revenue. CEO Xavier Huillard has led VINCI since 2010; Pierre Anjolras serves as incoming COO. Key acquisitions include ANA Aeroportos de Portugal (€3.08B, 2012), Gatwick Airport 50.01% (2019), ACS Industrial Services division (€5.2B, 2021), and Edinburgh Airport 50.01% (2024). Founded 1899 as Société Générale d'Entreprises.
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