Remove Bias from Your Insights and Predictions

Businesses aren’t always aware of biases in their datasets which can produce discriminatory results. Einstein Discovery lets you identify fields as sensitive during story setup, and highlights these sensitive fields in story insights. You can even filter insights using these sensitive fields to further examine their impact on story outcomes and ensure that bias doesn’t yield damaging results

Where: This change applies to Einstein Analytics in Lightning Experience and Salesforce Classic. Einstein Analytics is available in Developer Edition and for an extra cost in Enterprise, Performance, and Unlimited editions.

Who: Identifying sensitive fields from a story requires the Create and Update Einstein Discovery Stories permission.

How: In Story Settings, click the field identified as sensitive and select This variable contains sensitive data.

Bias indicator.

A shield will appear with a dropdown menu to compare sensitive field insights.