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Frequently asked questions
How does Sifflet help with compliance monitoring and audit logging?
Sifflet is ISO 27001 certified and SOC 2 compliant, and we use a separate secret manager to handle credentials securely. This setup ensures a strong audit trail and tight access control, making compliance monitoring and audit logging seamless for your data teams.
Can data lineage help with regulatory compliance such as GDPR?
Absolutely. Data lineage supports data governance by mapping data flows and access rights, which is essential for compliance with regulations like GDPR. Features like automated PII propagation help teams monitor sensitive data and enforce security observability best practices.
Why should data alerts live in ServiceNow?
If your team already uses ServiceNow for incident management, having your data alerts show up there means fewer missed issues and faster resolution times. It brings transparency to your data pipelines and supports better data governance and trust.
How does Sifflet Insights help improve data quality in my BI dashboards?
Sifflet Insights integrates directly into your BI tools like Looker and Tableau, providing real-time alerts about upstream data quality issues. This ensures you always have accurate and reliable data for your reports, which is essential for maintaining data trust and improving data governance.
How does Sifflet ensure data security within its data observability platform?
At Sifflet, data security is built into the foundation of our data observability platform. We follow three core principles: least privilege, no storage, and single tenancy. This means we only use read-only access, never store your data, and isolate each customer’s environment to prevent cross-tenant access.
How does data profiling support GDPR compliance efforts?
Data profiling helps by automatically identifying and tagging personal data across your systems. This is vital for GDPR, where you need to know exactly what PII you have and where it's stored. Combined with data quality monitoring and metadata discovery, profiling makes it easier to manage consent, enforce data contracts, and ensure data security compliance.
What can I expect to learn from Sifflet’s session on cataloging and monitoring data assets?
Our Head of Product, Martin Zerbib, will walk you through how Sifflet enables data lineage tracking, real-time metrics, and data profiling at scale. You’ll get a sneak peek at our roadmap and see how we’re making data more accessible and reliable for teams of all sizes.
How does Sifflet support data documentation in Airflow?
Sifflet centralizes documentation for all your data assets, including DAGs, models, and dashboards. This makes it easier for teams to search, explore dependencies, and maintain strong data governance practices.






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