San Mateo County has integrated AI-based risk assessment and litigation strategy tools within its legal processes. San Mateo County mediates the adoption and consequences of predictive analytic systems by emphasizing open governance, data transparency, and public-facing civic tech rather than heavy-duty predictive policing or surveillance. The county maintains an open-data portal that makes a variety of government datasets — from public works to health inspections to financials — available to residents, nonprofits, and community groups.