Learn Einstein Discovery

Einstein Discovery and its stories are a powerful part of CRM Analytics allowing users to create point-and-click predictions. On this page, you will find a collection of blogs to help you understand what Einstein Discovery can do and how you can create predictions in your organization. If you want more make sure to check out this collection on assets.

Define your use case

“Every great ML project starts with a great use case. ” Establish and clearly define the business goal. What business process do you want to improve? Who are the users and what will they do? Define what KPI will measure the goal. Envision what the AI-augmented workflows will look like.

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Gather and Prepare data

Find data sources. Establish a means of labeling, cleaning, joining, and aggregating the data through Salesforce or other tools.

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Discover, Analyze & Strategize on your Insights

Discover correlations and drivers in your data. Analyze it for insights. Create segmentations. Understand the conditions that create the greatest value. Strategize how these findings can be implemented into new experiences for your org.

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Create Predictive Models

Create an instantiation of a model – to generate predictions for future events. Tune it until you are satisfied with its performance. Ensure you’re meeting your evaluation criteria. Dark launch the model in your org. Measure the difference between the predicted and actual values. Find and remove data leakage.

Make Einstein Discovery aware of time with Projected Predictions

Make Einstein Discovery aware of time with Projected Predictions

Projected Predictions is a powerful feature that lets you work temporal patterns into your predictions to make predictions in the right temporal context
/ / Add Intelligence, Stories, Summer 22
Text Clustering in Einstein Discovery

Text Clustering in Einstein Discovery

Explore how you can get insight from unstructured data in Einstein Discovery with the text clustering transform in the Story Settings.
/ / Add Intelligence, Stories, Summer 22
Einstein Discovery - Bring Your Own Model Deep Dive

Einstein Discovery – Bring Your Own Model Deep Dive

Bring your own model to Einstein Discovery.
/ / Add Intelligence, Stories, Winter 23
Einstein Discovery - Live Predictions with Snowflake

Einstein Discovery – Live Predictions with Snowflake

A walkthrough of how to use live data when creating predictive models.
/ / Add Intelligence, Stories, Winter 23

Deploy Models & Create AI-enhanced Workflows

Partner with your users to develop the interfaces and workflows that enhance their productivity – for both IC’s and management. Prototype the designs and implementation.

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Einstein Discovery in Tableau

Deploy models specifically for integration in Tableau. Native integration to the world’s leading analytics platform, consume model outcomes in different ways.

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Manage your Implementations

Following up on your models after they have been deployed.

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