Sierra Interactive → Google BigQuery
AI-first ETL from Sierra Interactive into Google BigQuery. Governed entities, incremental sync, typed landing tables.
How Datrise loads Sierra Interactive into Google BigQuery
Datrise syncs Sierra Interactive's contacts, accounts, deals, activities, and lifecycle events into Google BigQuery as a partitioned table per source entity. Flexible or custom fields land in JSON or nested/repeated (STRUCT) columns, and timestamps such as created, updated, and status changes are typed as TIMESTAMP.
Sync is incremental: Datrise uses appends to a staging table, then MERGE on stable id into the partitioned target, so re-runs update only what changed. Partition by ingestion or event date and cluster by entity id to keep scanned bytes low. BigQuery bills by bytes scanned, so Datrise partitions and clusters every table to keep query costs predictable.
Ideal for Google-stack analytics and ML on serverless infrastructure.
Endpoints
Sierra Interactive: Real estate CRM for leads, listings, and agent follow-up.
Google BigQuery: Serverless analytics warehouse on GCP.
How Sierra Interactive entities map to Google BigQuery
| Sierra Interactive entity | Google BigQuery object | Notes |
|---|---|---|
| contacts | sierra_interactive_contacts | id PK · custom fields → JSON or nested/repeated (STRUCT) columns |
| accounts | sierra_interactive_accounts | id PK · linked to sierra_interactive_contacts |
| deals | sierra_interactive_deals | id PK · linked to sierra_interactive_contacts |
| activities | sierra_interactive_activities | TIMESTAMP events |
FAQ
How does Datrise handle Sierra Interactive's custom fields in Google BigQuery?
Flexible values are stored as JSON or nested/repeated (STRUCT) columns, so new fields don't require a migration; strongly-typed fields — dates, numbers, and references — are promoted to native Google BigQuery types.
How does the Sierra Interactive to Google BigQuery sync stay up to date?
It runs incrementally — Datrise uses appends to a staging table, then MERGE on stable id into the partitioned target.
Related pipelines
More destinations for Sierra Interactive
- Sierra Interactive → Amazon Redshift
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- Sierra Interactive → DuckDB
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- Sierra Interactive → Azure Data Lake Storage
- Sierra Interactive → Azure Synapse
- Sierra Interactive → Spreadsheets
- Sierra Interactive → Airtable
- Sierra Interactive → CSV Files
- Sierra Interactive → MongoDB
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Early access
Connect Sierra Interactive to Google BigQuery the easy way
Skip brittle scripts and manual exports. Join the waitlist to get a guided setup, AI-assisted mapping, and reliable incremental sync for this integration.