What's Next

Product Roadmap

What we're building next. These are planned capabilities, not yet available in the platform.

Planned

AI Capabilities

Two AI-assisted features on our roadmap, aimed at cutting the time engineers spend debugging failures and learning unfamiliar systems.

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Explainable Pipeline Failures

It helps you understand why the pipeline failed, where the root cause is, and what you can do to fix it.

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Guided Connector Setup

Imagine connecting to a technology you have never worked with before — Kafka, MQ, Iceberg, a Graph Database, a Document Database, or another modern data platform — and instead of spending hours searching documentation, the platform guides you through the connection, required parameters, authentication, common mistakes, and recommended configuration.

Have a feature request?

Tell us what would help your team most — roadmap priorities are shaped directly by user feedback.

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