Detect. Explain. Resolve. Automatically.
Sifflet's AI agents catch pipeline failures, schema drift, and freshness issues - then pinpoint root cause and guide fixes.
Prevent Issues Before They Hit Dashboards and AI.
Know What to Monitor &
Uncover Your Blind Spots
Get Root Cause Instantly,
With Full Context
Turn Diagnosis Into Action
With Guided Resolution
Too Many Pipelines.
Too Many Tools.
Too Many Blindspots.
As your data estate scales, monitoring becomes uneven: the “known” assets get attention, and the rest becomes risk. Sifflet's Sentinel agent reads metadata to identify blind spots and surface the most critical, failure-prone assets, so you can focus effort where it actually protects the business.
Your Issues Aren't Hard to Detect. They're Hard to Diagnose.
When a monitor triggers, Sage instantly connects lineage, logs, queries and change history to surface the real root cause. No dashboard hunting required.
Fixes Stall When Context Gets Lost. Keep The Momentum.
Once Sage finds rhe root cause, Forge turns diagnosis into momentum - recommending next steps, routing incidents to the right owner, and guiding teams through resolution with full context.
Metadata Isn't Documentation Anymore.
It's Your Reliability Engine.
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“ Sifflet’s AI agent-based approach embeds intelligence in the metadata, letting teams move from reactive alerts to proactive, autonomous remediation.”
Fix Data Issues Before They Break Dashboards and AI.
See How Teams Reduce Data Incidents and MTTR With AI Agents.
Automated monitoring, lineage-based root cause, and guided resolution helps teams resolve incidents faster and prevent repeat issues.
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