Understand
Identify the business use cases and data required.
Customer teams need information from across the business, but copying data between platforms can create additional complexity, duplication and governance challenges.
Salesforce and Databricks zero-copy capabilities can help organizations make relevant data available across platforms without relying on traditional data movement for every use case.
Megnity helps organizations design and implement this connection around the data, workflows and business outcomes that matter.
Use cases first
We begin by understanding what Salesforce teams need from enterprise data and what Databricks users need from Salesforce.
This keeps the architecture focused on specific business use cases rather than connecting data simply because it is available.
Connecting two platforms doesn’t mean every dataset needs to become available everywhere.
Databricks to Salesforce
Important customer context may already exist in Databricks.
We help make relevant enterprise data available through Salesforce and Data 360 so sales, service, marketing and other teams can work with broader context within their existing workflows.
This helps bring enterprise data closer to the point where customer decisions are being made.
Salesforce to Databricks
The connection works in both directions.
Customer and engagement information from Salesforce may provide valuable context for analytics and other data workloads in Databricks.
We help organizations identify where that information can add value and how it should fit into the wider data environment.
Explore DatabricksZero-copy
Traditional integrations can require information to be extracted, copied and stored in multiple places.
That can introduce additional pipelines, storage and data management requirements.
Where appropriate, zero-copy approaches allow platforms to work with relevant data without creating another physical copy simply to make it accessible.
The right approach depends on the use case, architecture and governance requirements.
Traditional integration
Zero-copy
Outcome · relative effort
Traditional Zero-copy
Agentforce
AI agents become more useful when they can work with relevant information from beyond the CRM.
Connecting Salesforce and Databricks can give Agentforce access to appropriate enterprise context through the Salesforce data environment.
We help determine what information the agent needs, how it should be made available and what permissions should apply.
Agent context
Customer engagement
Sales, service and marketing teams may each need different information from the enterprise data environment.
A connected Salesforce and Databricks architecture can help make appropriate data available across those workflows without building separate data movement processes for every team.
The result is a more consistent foundation for customer engagement.
Sales
Salesforce + Databricks
Appropriate enterprise context for the account.
Service
Salesforce + Databricks
Different information, one connected foundation.
Marketing
Salesforce + Databricks
A consistent foundation for engagement.
Life Sciences
Life Sciences organizations can have important information spread across commercial, medical, clinical and operational environments.
We help identify where that data can provide useful context within Salesforce while considering access, governance and how different teams are permitted to use the information.
This can create a stronger foundation for analytics and AI while keeping data controls part of the architecture.
Governance
Making data easier to access doesn’t mean making it available to everyone.
We help define which information should be accessible, who should be able to use it and how permissions should work across the connected environment. For regulated or sensitive use cases, additional validation, traceability and governance requirements can be considered as part of delivery.
Explore validation and complianceRight-sizing
Zero-copy is useful when it solves a real data access problem.
It isn’t automatically the right answer for every integration. Some workflows may still require traditional integrations, data pipelines or other approaches.
We look at the business requirement, data architecture, performance and governance needs before deciding how Salesforce and Databricks should work together.
How we deliver
Identify the business use cases and data required.
Review the existing Salesforce and Databricks environments.
Define how data should be made available across platforms.
Establish access, permissions and appropriate controls.
Configure the required Salesforce, Data 360 and Databricks capabilities.
Confirm that the right information is available to the right workflows.
Put connected data to work across analytics, customer processes and AI.
Expand the connection as new business use cases emerge.
The stack
Our work can bring together:
The architecture depends on the information being used and what the business needs to accomplish with it.
Contact
Tell us what information your Salesforce teams need and where it lives today.
We’ll help you determine whether zero-copy is the right approach and how it can fit into your wider data architecture.
Talk to us