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Sifflet
Sifflet is the control plane for Data and AI. It catches data issues before they reach the business, traces them to their root cause, and helps teams fix them fast — so the data behind every decision is one you can trust. Trusted by companies like Penguin Random House, Saint-Gobain, and Euronext.
Their llms.txt
The beginning of the file, from our validated copy saved 2026-10-25T23:19:46.792Z. Cached copy · Source on siffletdata.com
# Sifflet
> Sifflet is the control plane for Data and AI. It catches data issues before they reach the business, traces them to their root cause, and helps teams fix them fast — so the data behind every decision is one you can trust. Trusted by companies like Penguin Random House, Saint-Gobain, and Euronext.
Sifflet is a data observability platform built for data engineers, data leaders, and data governance teams. It combines a data catalog, data quality monitoring, data lineage, built-in security, and AI-powered agents into a single unified platform. Sifflet integrates with major data platforms including Snowflake, Databricks, BigQuery, and Amazon Redshift.
## Product Pages
- [Home](https://www.siffletdata.com/): Overview of Sifflet as the control plane for Data and AI — catch, trace, and fix data issues before they impact the business.
- [Data Catalog](https://www.siffletdata.com/product-catalog): Search, discover, and adopt data assets across your stack. Enables data teams to find and understand data with full context.
- [Data Quality Monitoring](https://www.siffletdata.com/product-monitoring): Dynamic, automated monitoring to detect data quality issues in real time and send actionable alerts across your data stack.
- [Data Lineage](https://www.siffletdata.com/product-lineage): End-to-end data lineage to understand dependencies, prevent downstream impacts, and trace issues to their root cause.
- [Built-in Security](https://www.siffletdata.com/product-security): State-of-the-art access control, role management, and compliance features for risk mitigation and data governance.
- [Powered by AI](https://www.siffletdata.com/product-ai): AI-powered tools embedded across the platform to help teams handle the complexity of the modern data stack.
- [AI Agents for Data Observability](https://www.siffletdata.com/product-agents): Three AI agents with memory, reasoning, and guidance capabilities to accelerate incident response and data observability workflows.
## Solutions
- [Enforcing Data Governance](https://www.siffletdata.com/solution-by-use-case/enforcing-data-governance)
- [Protect Your External Revenue](https://www.siffletdata.com/solution-by-use-case/upholding-the-sla-of-your-monetized-data-products)
- [AI-Ready Reliability](https://www.siffletdata.com/solution-by-use-case/ai-ready-reliability)
- [Reclaim Engineering Capacity](https://www.siffletdata.com/solution-by-use-case/reclaim-engineering-capacity)
- [Scale Trust Across Domains](https://www.siffletdata.com/solution-by-use-case/scale-trust-across-domains)
- [Protect the Source of Truth](https://www.siffletdata.com/solution-by-use-case/prevent-your-exec-dashboard-from-breaking)
## Industries
- [Data Observability for Insurance](https://www.siffletdata.com/solution-by-industries/data-observability-for-insurance-regulation): How Sifflet helps insurers catch data issues in claims, reserving, and regulatory reporting before they reach the business.
- [Data Observability for Retail](https://
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