Salesforce to Databricks
Automated Data Replication – No Code. Data Lakehouse Ready. Built for AI.
Solution Overview
Replicate Salesforce data to Databricks Lakehouse
Unlock the full potential of your Salesforce investment by replicating all of its data and history into your Databricks Lakehouse—automatically, securely, and without writing a single line of code. GRAX makes it simple to configure no-code pipelines that continuously replicate Salesforce data into Databricks, where it’s analytics-ready for Delta Lake, AI, BI tools, and machine learning workflows.
GRAX automatically handles schema updates as your Salesforce environment evolves—no ETL scripts, middleware, or manual mapping required. Integrate Salesforce into your broader data, cloud, and AI strategy with complete ownership and control over your data — turn siloed CRM records into unified, AI-ready insights at scale.
GRAX Replicate & Reuse Features
- Continuous Data Replication Highest fidelity data capture available
- Bring Your Own Cloud GCP, Azure, AWS, and others
- 100% Your Cloud Fulll control and data ownership
- Built-In Parquet Data Lake
- Quick Deploy Data Lakehouse
- Automated Schema Handling
- Global Search & Query Engine
- Join Data Sources Via Lookup
- On-Platform Analytics
- Replicate Unlimited Objects
- Unlimited Fields Support
- Unlimited Endpoints Bring your data anywhere
Align Salesforce Data with your cloud and data strategy
How it works
Simply turn on GRAX to start replicating down all versions of your Salesforce data. All your objects and its fields are securely captured into your cloud environment — GCP, Azure, AWS, and others — and ready for downstream consumption any tools of your choosing, including Databricks.
GRAX is a profound solution that will help companies learn from the past, and thus optimize the path forward.
Listen nowEric Kavanagh
CEO, The Bloor Group
We can sleep safely now knowing we have comprehensive backup that is easy to use and makes us compliant with everything from GDPR to FERPA.
Bogdan Mihailov
Chief Technical Officer
Thanks to GRAX, that process has now been automated and saved our team valuable time to work on items more pressing.
Sabre
Principle Product Manager
… we all can go about our daily lives without thinking of it. That’s what my definition of a good archive platform does.
Global Wearable Technology Retailer
VP, Customer Success
…the best Salesforce vendor I have ever worked with, and I’ve worked for Salesforce and with Salesforce for years…
US Investment Firm
Operations Manager
Don’t Wait to Unlock Your Data
Get your Salesforce data where you need it with clicks, not code.
Salesforce to Databricks FAQs
Frequently Asked Questions
How do I replicate Salesforce data to Databricks?
With GRAX, you can set up a no-code pipeline to automatically replicate Salesforce data into Databricks in just a few clicks—no ETL scripts required. Simply connect your Salesforce org to GRAX, run your initial data replication job, choose your GRAX Data Lake objects, and GRAX will automatically sync the data from your Salesforce to Databricks.
Can I replicate Salesforce data into my Databricks Lakehouse?
Yes, GRAX continuously replicates structured Salesforce data into your Databricks Lakehouse, making it available for analytics, machine learning, and Delta Lake workflows.
Is GRAX a no-code Salesforce integration for Databricks?
Yes, GRAX offers a no-code solution to replicate your Salesforce data to Databricks. Once configured, GRAX keeps Databricks in sync without any manual intervention (even handling schema changes automatically).
How does schema management work in GRAX?
GRAX automatically maintains the schema during Salesforce data replication. If your Salesforce schema changes (e.g., new fields), GRAX replicates to match—no manual mapping or schema updates needed.
Does GRAX support custom Salesforce objects in Databricks?
Yes, GRAX continuously replicates both standard and custom Salesforce objects and fields into Databricks.
Can I use Delta Lake and MLflow with my Salesforce data?
Yes, your Salesforce data, once replicated with GRAX, is ready to be used with Delta Lake, Databricks SQL, Spark, and MLflow for advanced analytics and machine learning.
Does GRAX replicate every version of my Salesforce data?
Yes, once you turn on GRAX, it acts as a blackbox recorder that captures and stores up to every version of your records, enabling comprehensive data analysis.
Is GRAX secure for Salesforce to Databricks replication?
Yes, GRAX runs inside your own cloud environment, giving you 100% data ownership and full control over data access, residency, and compliance — no data ever leaves your infrastructure.
Do I need to write code or use ETL tools with GRAX in order to connect Salesforce to Databricks?
No, you can easily configure your Salesforce-to-Databricks replication with just clicks, not code. Simply connect your Salesforce to GRAX, replicate your data to your environment, select your GRAX Data Lake objects, and GRAX takes care of the rest.
Can I choose which Salesforce data gets replicated?
Yes, GRAX lets you replicate everything into your cloud environment as well as select specific Salesforce objects for your GRAX Data Lake, giving you full control over what data flows into Databricks.
Is this a real-time or batch data replication solution?
GRAX offers continuous batch replication with high frequency—often near real-time depending on your environment’s configuration. This helps ensure your replicated data is always fresh and available same-day in Databricks without overwhelming Salesforce’s API limits.
Does GRAX support historical data and change tracking?
Yes, GRAX captures and replicates up to every version of your Salesforce instance over time, enabling full historical context and point-in-time analytics in Databricks.
Seamless Salesforce Data Replication
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GRAX empowers you to bring your Salesforce data anywhere.
