DatriseAI-first ETL

EngageBay Holistics

AI-first ETL from EngageBay into Holistics. Governed entities, incremental sync, typed landing tables.

How Datrise loads EngageBay into Holistics

Datrise syncs EngageBay's contacts, accounts, deals, activities, and lifecycle events into Holistics as warehouse tables modeled in Holistics. Flexible or custom fields land in flattened columns for the modeling layer, and timestamps such as created, updated, and status changes are typed as date/time dimensions.

Sync is incremental: Datrise uses incremental refresh of the modeled tables, so re-runs update only what changed. Date-partitioned facts for fast aggregates. Holistics models data as code on top of SQL, so Datrise lands stable column names to keep your models from drifting.

Ideal for as-code BI modeling on a warehouse.

Endpoints

EngageBay: CRM for SMB teams managing pipeline, contacts, and customer activity.

Holistics: Self-service BI with modeling layers and scheduled report delivery.

How EngageBay entities map to Holistics

EngageBay entityHolistics objectNotes
contactsengagebay_contactsid PK · custom fields → flattened columns for the modeling layer
accountsengagebay_accountsid PK · linked to engagebay_contacts
dealsengagebay_dealsid PK · linked to engagebay_contacts
activitiesengagebay_activitiesdate/time dimensions events

FAQ

How does Datrise handle EngageBay's custom fields in Holistics?

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

How does the EngageBay to Holistics sync stay up to date?

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

Related pipelines

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