DatriseAI-first ETL

Follow Up Boss to Databricks SQL Warehouse Integration

AI-first ETL from Follow Up Boss into Databricks SQL Warehouse. Governed entities, incremental sync, typed landing tables.

How Datrise loads Follow Up Boss into Databricks SQL Warehouse

Datrise syncs Follow Up Boss's leads, people, deals, action plans, calls, and agent assignments into Databricks SQL Warehouse as a Delta Lake table per source entity. Flexible or custom fields land in VARIANT or STRUCT columns, and timestamps such as created, updated, and status changes are typed as TIMESTAMP.

Sync is incremental: Datrise uses a Delta MERGE on stable id, with change history available via time travel, so re-runs update only what changed. Delta partitioning by load date with OPTIMIZE/Z-ORDER on query keys. Datrise writes Unity Catalog–governed Delta tables, so lineage and permissions are managed centrally rather than per-notebook.

Ideal for lakehouse analytics and ML feature tables on Databricks.

Endpoints

Follow Up Boss: Real estate lead routing and agent follow-up cadences.

Databricks SQL Warehouse: Lakehouse SQL endpoints over Delta tables.

How Follow Up Boss entities map to Databricks SQL Warehouse

Follow Up Boss entityDatabricks SQL Warehouse objectNotes
leadsfollow_up_boss_leadsid PK · custom fields → VARIANT or STRUCT columns
peoplefollow_up_boss_peopleid PK · linked to follow_up_boss_leads
dealsfollow_up_boss_dealsid PK · linked to follow_up_boss_leads
action plansfollow_up_boss_action_plansid PK · linked to follow_up_boss_leads

FAQ

How does Datrise handle Follow Up Boss's custom fields in Databricks SQL Warehouse?

Flexible values are stored as VARIANT or STRUCT columns, so new fields don't require a migration; strongly-typed fields — dates, numbers, and references — are promoted to native Databricks SQL Warehouse types.

How does the Follow Up Boss to Databricks SQL Warehouse sync stay up to date?

It runs incrementally — Datrise uses a Delta MERGE on stable id, with change history available via time travel.

Related pipelines

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