Sifflet sells a data observability platform that gives enterprise data teams one control plane over the data and AI pipelines behind their dashboards and models. The product joins a data catalog, automatic data quality monitoring, end-to-end lineage and built-in security, and its Sentinel, Sage and Forge agents recommend monitors, explain root causes and draft fixes. It is delivered as SaaS, with hybrid and self-hosted options on Amazon Web Services, Google Cloud Platform and Microsoft Azure.
Buyers are data leaders, analytics engineers and governance teams at large, regulated or complex organisations, with customers including Carrefour Links, Penguin Random House, BBC Studios, Saint-Gobain, Euronext and Etam. Buying runs three ways: a self-serve or marketplace entry tier, a sales-assisted growth tier, and direct enterprise sales or channel for the largest accounts. Sifflet positions the platform on business-aware lineage and AI-assisted incident resolution rather than on detection alone.