DatriseAI-first ETL

Bigin by Zoho PostgreSQL

AI-first ETL from Bigin by Zoho into PostgreSQL. Governed entities, incremental sync, typed landing tables.

How Datrise loads Bigin by Zoho into PostgreSQL

Datrise syncs Bigin by Zoho's SMB leads, contacts, deals, and day-to-day activity tracking into PostgreSQL as a typed table per source entity. Flexible or custom fields land in jsonb columns, and timestamps such as created, updated, and status changes are typed as timestamptz.

Sync is incremental: Datrise uses a watermark on each entity's updated-at, applied with INSERT … ON CONFLICT DO UPDATE, so re-runs update only what changed. Optional declarative range partitioning by load date for high-volume tables. PostgreSQL folds unquoted identifiers to lowercase, so Datrise normalizes mixed-case source fields to snake_case.

Ideal for operational analytics and application backends that need fresh, queryable copies of your data.

Endpoints

Bigin by Zoho: SMB CRM source for leads, deals, and activity tracking.

PostgreSQL: Open-source relational database with strong SQL and extensions.

How Bigin by Zoho entities map to PostgreSQL

Bigin by Zoho entityPostgreSQL objectNotes
SMB leadsbigin_by_zoho_smb_leadsid PK · custom fields → jsonb columns
contactsbigin_by_zoho_contactsid PK · linked to bigin_by_zoho_smb_leads
dealsbigin_by_zoho_dealsid PK · linked to bigin_by_zoho_smb_leads
day-to-day activity trackingbigin_by_zoho_day_to_day_activity_trackingtimestamptz events

FAQ

How does Datrise handle Bigin by Zoho's custom fields in PostgreSQL?

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

How does the Bigin by Zoho to PostgreSQL sync stay up to date?

It runs incrementally — Datrise uses a watermark on each entity's updated-at, applied with INSERT … ON CONFLICT DO UPDATE.

Related pipelines

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