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Congite Notification Alert when something goes wrong

  • July 1, 2026
  • 1 reply
  • 48 views

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Hi everyone, I have a question about Cognite Data Fusion. If a production batch starts showing quality degradation, can CDF automatically detect it, notify the relevant engineer, and provide an AI-assisted root cause analysis with recommended actions? Or does this require additional AI/ML integrations on top of CDF? I'd appreciate any insights. Thanks.

1 reply

PrashantK
Practitioner ⭐️⭐️⭐️
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  • Practitioner ⭐️⭐️⭐️
  • July 1, 2026

Hi Prince,

Yes, Cognite Data Fusion natively covers

  1. Quality degradation detection.
  2. Data Workflows in CDF support for event-based and schedule-based triggers including data changes in real-time.
  3. Email notifications for workflow failures, timeouts, and trigger failures.

For AI-assisted root cause analysis you can use custom Atlas AI agents on the top of the workflows to automate end to end process.