Data Security & Governance
Protect What Powers Your Business
Your data is your most valuable asset — but only if it's secure, trusted, and compliant. We design governance and protection strategies that let you scale safely.
Security and Governance, Built into Every Byte
From foundational access controls to advanced lineage tracking and compliance frameworks, we provide end-to-end data protection.
Data Access Controls
Role-based (RBAC), attribute-based (ABAC), and zero-trust policies across warehouses, lakes, and pipelines.
Data Lineage & Cataloging
Full traceability and automated classification/tagging from source systems to analytical insights.
Compliance Frameworks
Solutions for GDPR, HIPAA, SOC 2, CCPA readiness, and custom enterprise compliance mapping.
Data Quality Monitoring
Automated rule-based checks and alerts for anomalies, missing values, schema drift, and data freshness.
Encryption & Masking
At-rest/in-transit encryption, plus dynamic/static masking, tokenization, and pseudonymization techniques.
Audit Logs & Policy Enforcement
Immutable audit logs, fine-grained policy engines (e.g., OPA), and real-time enforcement capabilities.
Governance That Grows With You, Across Industries
From protecting patient data to securing financial transactions, our governance solutions are tailored to meet specific industry needs.
Healthcare
Need:
Strict PHI protection, HIPAA compliance across analytics and ML workflows.
Solution:
Fine-grained access policies on data warehouses coupled with masked/anonymized datasets for ML model training.
Outcome:
Zero PHI exposure in analytics environments; Streamlined compliance reporting.
Retail
Need:
Build customer trust through transparent data handling; Ensure GDPR & CCPA compliance.
Solution:
Consent-driven data segmentation, automated PII discovery, and full lineage tracking for data subject requests.
Outcome:
Achieved 99% coverage for compliance controls; Reduced manual review effort by 40%.
Financial Services
Need:
Pass stringent SOC 2 audits, mitigate data breach risks, ensure data integrity for reporting.
Solution:
Implemented a unified data catalog, strict role-based governance model, and automated data quality checks.
Outcome:
Streamlined audit preparations by 60%; Reduced policy violations detected in monitoring.
We Bake Governance Into the Data Fabric
Our "Secure by Design" methodology integrates governance and security controls throughout the entire data lifecycle, not as an afterthought.
Discovery
Audit current data risks, map data flows, identify ownership models, assess compliance gaps.
Design
Define governance zones, design access controls (RBAC/ABAC), select encryption/masking protocols.
Deploy
Integrate policies into data platforms (Snowflake, BigQuery, Databricks), configure cataloging tools.
Monitor
Implement real-time risk analysis, usage reporting, data quality checks, and automated alerting.
Evolve
Conduct periodic policy refinement, prepare for audits, automate governance tasks, adapt to new regulations.
Governance Across Your Entire Data Stack
We integrate and enforce security and governance policies across leading cloud platforms, data warehouses, and governance tools.
Whether your data lives in the cloud, on-premises, or across multiple environments — we help you standardize and scale governance effectively.
It's Not Just Security. It's Accountability.
Understanding the distinct roles of data security and data governance is crucial for building a truly robust and trustworthy data ecosystem.
| Data Security | Data Governance |
|---|---|
| Focuses on encrypting data and protecting it from unauthorized access or breaches. | Defines policies for data ownership, usage rights, quality standards, and lifecycle management. |
| Manages access controls (who can get in) and prevents data leaks or exfiltration. | Ensures data is accurate, consistent, trustworthy, and compliant with regulations. |
| Primarily infrastructure-centric; deals with firewalls, encryption keys, IAM roles. | Policy and process-centric; involves data stewards, catalogs, lineage, and quality rules. |
"Security keeps the data safe. Governance makes the data trustworthy and usable for the right people, at the right time."
Compliance Without the Chaos
Navigate complex regulatory landscapes with confidence. Our solutions provide audit-ready trails and map data flows to specific compliance requirements.
- ✓
Audit-Ready Logging
Immutable logs and policy traceability ensure you're prepared for internal and external audits.
- ✓
Regulatory Mapping
Explicitly map data elements and flows to GDPR Article 30, HIPAA safeguards, CCPA requirements, etc.
- ✓
Custom Policy Generation
Develop and enforce policies tailored to niche industry regulations or internal standards.
- ✓
Red Flag Reporting
Proactive alerting for non-compliant data access patterns or potential policy violations.
Your Data Deserves Better Governance
Secure, govern, and future-proof your data ecosystem. With Cloud Amplify, you'll stop worrying about breaches, audits, and trust — and start scaling with confidence.