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Sifflet

Sifflet is an AI-augmented data observability platform designed to help data teams ensure the reliability and quality of their data, while also empowering business use…

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Our verdict

Who it's for

AI-augmented data observability platform for reliable, trustworthy data across your organization.

Who should look elsewhere

Not plug and play, implying some setup or configuration is required.

Pros

  • +Reduces time spent on data reliability tasks for engineers and analysts.
  • +Automates monitoring and adapts without constant manual tuning.
  • +Provides full visibility and context for data assets, improving trust.
  • +Enables faster issue detection and root cause identification.
  • +Fosters collaboration and self-serve capabilities for data users.

Cons

  • −Not plug and play, implying some setup or configuration is required.
  • −User interface could be more friendly (based on one customer review).

Key features

  • ✓AI Agents for Data Observability
  • ✓Data Catalog with intelligent metadata
  • ✓Data Quality Monitoring (out-of-the-box and custom)
  • ✓Automated Monitoring Coverage with AI recommendations
  • ✓Anomaly Detection (freshness, volume, schema, distribution issues)
  • ✓Data Lineage (upstream, downstream, across data layers)
  • ✓Built-in Security
  • ✓Lineage-based triage and diagnosis

Pricing

PlanPriceBillingNotes
Entry—monthUp to 500 assets monitored; Great for small but mighty data teams; Self-Serve/Marketplaces procurement process
Growth—monthUp to 1,000 assets monitored; Great for cross-functional data teams; Sales-Assisted/Marketplaces procurement process
Enterprise—month1,000+ assets monitored (scales flexibly); Great for large, regulated or complex organizations; Direct Enterprise Sales or Channel procurement process

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