DatriseAI-first ETL

Azure Blob Storage to ThoughtSpot Integration

AI-first ETL from Azure Blob Storage into ThoughtSpot. Governed entities, incremental sync, typed landing tables.

How Datrise loads Azure Blob Storage into ThoughtSpot

Datrise syncs Azure Blob Storage's containers, blobs, blob metadata, snapshots, access tiers, and blob versions into ThoughtSpot as warehouse tables ThoughtSpot indexes for search. Flexible or custom fields land in flattened columns for searchable fields, and timestamps such as created, updated, and status changes are typed as date/time columns.

Sync is incremental: Datrise uses incremental refresh of the indexed tables, so re-runs update only what changed. Date-partitioned facts for live-query performance. ThoughtSpot search relies on clear names and relationships, so Datrise lands well-named, joinable tables.

Ideal for natural-language search analytics over a warehouse.

Endpoints

Azure Blob Storage: Object storage for blobs and data lake files on Azure.

ThoughtSpot: Search-driven analytics with AI-assisted insights on warehouse data.

How Azure Blob Storage entities map to ThoughtSpot

Azure Blob Storage entityThoughtSpot objectNotes
containersazureblobstorage_containersid PK · custom fields → flattened columns for searchable fields
blobsazureblobstorage_blobsid PK · linked to azureblobstorage_containers
blob metadataazureblobstorage_blob_metadataid PK · linked to azureblobstorage_containers
snapshotsazureblobstorage_snapshotsid PK · linked to azureblobstorage_containers

FAQ

How does Datrise handle Azure Blob Storage's custom fields in ThoughtSpot?

Flexible values are stored as flattened columns for searchable fields, so new fields don't require a migration; strongly-typed fields — dates, numbers, and references — are promoted to native ThoughtSpot types.

How does the Azure Blob Storage to ThoughtSpot sync stay up to date?

It runs incrementally — Datrise uses incremental refresh of the indexed tables.

Related pipelines

Early access

Connect Azure Blob Storage to ThoughtSpot the easy way

Skip brittle scripts and manual exports. Join the waitlist to get a guided setup, AI-assisted mapping, and reliable incremental sync for this integration.