DatriseAI-first ETL

Practifi to PlanetScale Integration

AI-first ETL from Practifi into PlanetScale. Governed entities, incremental sync, typed landing tables.

How Datrise loads Practifi into PlanetScale

Datrise syncs Practifi's clients, households, entities, service requests, opportunities, and review meetings into PlanetScale as a typed table per source entity. Flexible or custom fields land in JSON columns, and timestamps such as created, updated, and status changes are typed as DATETIME.

Sync is incremental: Datrise uses a watermark on updated-at, applied with INSERT … ON DUPLICATE KEY UPDATE, so re-runs update only what changed. Vitess sharding by tenant or entity key for very large tables. PlanetScale disallows foreign-key constraints by default, so Datrise models relationships by stable id columns rather than enforced FKs.

Ideal for horizontally scalable MySQL apps on Vitess.

Endpoints

Practifi: Salesforce-based platform for advisory firm operations.

PlanetScale: Serverless MySQL platform with safe schema workflows.

How Practifi entities map to PlanetScale

Practifi entityPlanetScale objectNotes
clientspractifi_clientsid PK · custom fields → JSON columns
householdspractifi_householdsid PK · linked to practifi_clients
entitiespractifi_entitiesid PK · linked to practifi_clients
service requestspractifi_service_requestsid PK · linked to practifi_clients

FAQ

How does Datrise handle Practifi's custom fields in PlanetScale?

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

How does the Practifi to PlanetScale sync stay up to date?

It runs incrementally — Datrise uses a watermark on updated-at, applied with INSERT … ON DUPLICATE KEY UPDATE.

Related pipelines

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