Haliya helps pharma and healthcare organizations in California monitor documentation for bias, generate compliance-ready reports and get clear remediation guidance aligned with state and emerging federal regulatory frameworks.
Automated analysis of clinical review documents, regulatory submissions, and legal briefs for language-based and algorithmic bias across protected classes.
Generate reports aligned with California regulatory requirements and FDA AI/ML guidance. Ready for regulatory submission.
Get targeted recommendations for process improvements, training, data quality and policy updates prioritized by regulatory impact.
Connects with existing pharma and healthcare document workflows. Security and privacy standards are built in from the start.