DatriseAI-first ETL

Yotpo Birst

AI-first ETL from Yotpo into Birst. Governed entities, incremental sync, typed landing tables.

How Datrise loads Yotpo into Birst

Datrise syncs Yotpo's reviews, loyalty members, redemptions, and campaign events into Birst as warehouse tables for Birst's automated star schema. Flexible or custom fields land in flattened columns, and timestamps such as created, updated, and status changes are typed as date/time dimensions.

Sync is incremental: Datrise uses incremental refresh of the source tables Birst ingests, so re-runs update only what changed. Date-partitioned facts. Birst builds its own semantic layer, so Datrise lands conformed, well-keyed tables it can automate against.

Ideal for networked, governed enterprise BI.

Endpoints

Yotpo: Reviews and loyalty marketing for e-commerce brands.

Birst: Cloud BI with networked analytics and enterprise semantic layers.

How Yotpo entities map to Birst

Yotpo entityBirst objectNotes
reviewsyotpo_reviewsid PK · custom fields → flattened columns
loyalty membersyotpo_loyalty_membersid PK · linked to yotpo_reviews
redemptionsyotpo_redemptionsid PK · linked to yotpo_reviews
campaign eventsyotpo_campaign_eventsdate/time dimensions events

FAQ

How does Datrise handle Yotpo's custom fields in Birst?

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

How does the Yotpo to Birst sync stay up to date?

It runs incrementally — Datrise uses incremental refresh of the source tables Birst ingests.

Related pipelines

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