By the time data reaches your warehouse, it's already crossed borders and touched systems it shouldn't have. Enforce rules at the source.
Based on Gartner's AI-Ready Data framework
GDPR, HIPAA, CCPA impose strict requirements on how data can be collected, stored, and processed.
Expanso enforces compliance at the source. PII masked before data moves. Data sovereignty keeps data in-region. Automatic, not manual.
Different consumers need different views. Raw data for auditors, anonymized for analytics, aggregates for dashboards.
Expanso routes different representations to different destinations. Raw to secure archives, sanitized to warehouses, aggregates to analytics. You control what goes where.
AI models trained on biased data produce biased results. Training data must be representative.
Expanso filters and balances training data at the source, helping ensure models train on representative datasets.
Data with PII crosses borders or enters wrong systems. GDPR violation notices arrive. Legal involved. Fines follow.
Compliance enforced at origination. PII masked before movement. Sovereignty rules prevent crossings. Violations prevented.
Once data reaches the warehouse, control is hard. Data gets copied, exported, shared. You lose visibility.
Different consumers get different views. Analytics gets anonymized. Auditors get raw in secure environments. Controlled distribution.
Compliance teams review after the fact. Violations discovered during audits. Remediation expensive and embarrassing.
Governance rules enforced automatically at every source. Compliance continuous, not periodic. Audits become non-events.
PII handling, sovereignty rules, access controls - all in declarative config. Apply consistently across sources.
Every piece of data evaluated against governance rules at the source. Non-compliant data masked, blocked, or routed appropriately.
Every governance action logged immutably. Show auditors exactly what happened, when, why. Complete trail.
Patient identifiers masked before data leaves medical devices. PHI never enters general systems raw. Compliance is architectural.
EU customer data stays in EU. Only aggregated, anonymized data crosses borders. GDPR enforced automatically.
Classification rules enforced at source. Sensitive data routed to appropriate systems. Unauthorized access prevented architecturally.