Healthcare in California / Los Angeles
AI-driven prior authorization, fraud detection, and member risk stratification in California / Los Angeles payer organizations operate under HIPAA, CMS algorithmic fairness guidance, and HIPAA and SOC 2 compliance requirements. The compliance architecture must be designed alongside the model architecture.
Payer technology is dominated by legacy platforms that use AI to deny claims at scale while failing basic security audits. Cognizant's TriZetto was breached for 12 months. The industry needs engineering teams that build claims systems where compliance isn't an afterthought.
How We Deliver in California / Los Angeles
United States and Healthcare Frameworks
Healthcare organizations in California / Los Angeles operate under both United States regional frameworks and sector-specific compliance requirements. We embed all applicable frameworks architecturally — not as a parallel compliance workstream running alongside engineering.