Release 2026.23

Product Enhancement :

Kafka Import –

Mammoth now supports Apache Kafka as a data source, letting users pull messages from Kafka topics directly into datasets for analysis. Connections support PLAINTEXT and SASL_SSL authentication protocols.

MQTT Import –

Users can now ingest IoT sensor data from MQTT brokers by subscribing to topics and collecting streaming messages into Mammoth datasets. This connector is designed for manufacturing and industrial environments.

REST API Export –

Users can now push dataset data to any external REST API endpoint using POST, PUT, or PATCH requests, completing two-way integration alongside the existing REST API import connector.

In-App Documentation Links –

Help documentation links are now available directly within several product features, including AI SQL Query, Generative AI, Data Check, Checkpoint, Conditional Highlights, Metrics, Parameters & Snippets, and export destinations.

Defect Fixes :

Resolved the following issues:

• Data Check — The “Notify on Failure” setting now saves correctly when the toggle is turned off and the task is re-edited.
• Data Library — Dataset column and row counts now display in a human-readable format (e.g., 1.2M) instead of raw unformatted numbers.
• Dropbox Connector — Users can now select files and folders when setting up a Dropbox connection; the selector was previously unresponsive.
• Self-Serve Workspaces — User name and profile avatar now display correctly and are no longer clipped.
• Condition Filter — Builder mode with AI intent no longer throws an error when generating filter conditions.
• User Management — A non-functional checkbox has been removed from the manage users modal.
• Self-Serve Billing — Downgrading a workspace plan from Business to Lite now completes without error.
• Dataview / Explore — Dataview and explore cards no longer show a continuous loading indicator after data loads.
• Data Preview — An error message that incorrectly appeared while fetching data for preview no longer shows in unrelated views.
• Tooltips — Tooltip alignment is now correct across the application.
• Funciton panel - Minor UI improvements to the “Place results into” section for a more consistent experience.