AI-powered data access for every regulated industry
Structural schema abstraction means your sensitive data never reaches the AI model - not by policy, but by design. Here's how that transforms data access across industries.
Healthcare & Life Sciences
Query patient data without exposing it to AI models
Healthcare organizations need to analyze patient outcomes, operational metrics, and clinical data - but HIPAA violations carry fines up to $1.5M per incident. Obscure AI’s structural abstraction means patient identifiers, diagnoses, and treatment records are architecturally invisible to the AI model.
- HIPAA-ready architecture - your real schema is never exposed to AI models
- Automatic PII redaction for patient identifiers in query results
Example Queries
Banking & Financial Services
AI-powered financial analytics with zero data exposure
Financial institutions face SOX audit requirements, PCI-DSS data handling standards, and increasing regulatory scrutiny around AI usage. Obscure AI provides complete audit trails of every data access event while ensuring no financial data - account numbers, transaction details, customer information - ever reaches the AI model.
- SOX-compliant audit trails for every query execution
- AES-256 encryption for all connection credentials at rest
Example Queries
Insurance
Analyze claims and risk data naturally, without the compliance headache
Insurance companies sit on vast datasets of claims history, risk assessments, and policyholder information. Getting insights from this data traditionally requires SQL expertise or weeks-long BI requests. Obscure AI lets adjusters, underwriters, and analysts query their data in plain English while every access is logged and PII is automatically protected.
- Full audit logging with encrypted PII findings for compliance reviews
- Configurable redaction policies per datasource - strict, moderate, or permissive
Example Queries
Government & Public Sector
Citizen data stays invisible. Insights become accessible.
Government agencies manage citizen records, permit systems, service requests, and regulatory data - all subject to strict access controls and freedom of information requirements. Obscure AI enables data-driven decision making across departments without exposing citizen PII to third-party AI models, while maintaining comprehensive audit trails for accountability.
- Your real schema is abstracted before being sent to AI providers
- Comprehensive audit trail for FOI compliance and oversight
Example Queries
Legal & Professional Services
Query case data and billing records with attorney-client privilege intact
Law firms and professional services handle privileged client information, billing records, and case files that demand the highest confidentiality standards. Obscure AI ensures that when partners, associates, or operations teams query internal databases, the AI model that powers the natural language interface never accesses actual client names, case details, or financial records.
- Client data structurally hidden from AI models - privilege preserved by design
- Exportable audit logs for compliance reviews and client reporting
Example Queries
Retail & E-Commerce
Customer intelligence without the privacy trade-off
Retail and e-commerce businesses collect vast amounts of customer behavior, purchase history, and payment data. Merchandising, marketing, and operations teams need data access but often lack SQL skills - and sharing customer PII with AI tools creates PCI-DSS and GDPR risk. Obscure AI makes customer analytics accessible through natural language while automatically masking sensitive data in results.
- PII masking for customer emails, addresses, and payment information
- Natural language access for non-technical merchandising and marketing teams
Example Queries