Building Feature Store for Multi-tenant and Multi-App in Salesforce
The team at Salesforce discuses how the company leverages from the Feature Store to build a collaborative environment across teams.
The team at Salesforce discuses how the company leverages from the Feature Store to build a collaborative environment across teams.
At Salesforce, we are building ML applications in a multi-tenant environment. This means we need to process our customers’ data separately securely and be aware of the variety of data shapes in our customers’ datasets. As we scale up to the number of AI teams and the number of applications building on our ML platform, Feature Store became a critical requirement for these teams to build and collaborate. Come join us for a talk on how we designed the Feature Store for the Salesforce ML platform.