Definition
An analytics tool within Tableau CRM (formerly Einstein Analytics) that uses machine learning to automatically find patterns in data, explain why metrics change, predict outcomes, and recommend actions.
Real-World Example
Consider a scenario where an AI specialist at Nexus Innovations is working with Einstein Discovery to bring intelligent automation to a process that previously required significant manual effort. Einstein Discovery analyzes patterns in the data and surfaces insights that would take a human analyst hours to uncover, enabling the team to act proactively rather than reactively.
Why Einstein Discovery Matters
Einstein Discovery is an analytics feature within CRM Analytics (formerly Tableau CRM, formerly Einstein Analytics) that uses machine learning to automatically find patterns in data, explain why metrics change, predict outcomes, and recommend actions. Users point Discovery at a dataset and a target variable, and it automatically generates a story explaining what factors most influence that variable, with statistical analysis behind the explanations.
Discovery is aimed at business users who want analytical insight without becoming data scientists. The tool generates plain-language stories explaining patterns, complete with statistical confidence and predictive models that can score new records. For example, pointing Discovery at an Opportunity dataset with a target of 'won versus lost' produces a story explaining which factors most differentiate winning from losing deals. The output is approachable for business audiences while being statistically grounded under the hood. Building on an existing dataset is faster than custom dashboard analysis for many investigative use cases.
How Organizations Use Einstein Discovery
- •Apex Analytics — Uses Einstein Discovery to investigate why win rates dropped in a specific region. The Discovery story surfaced unexpected factors that manual analysis would have taken weeks to find.
- •SilverLine Corp — Built predictive models with Discovery on their Opportunity data, then deployed those models to score new opportunities with predicted win likelihood.
- •MarketPulse — Uses Discovery as a starting point for deeper investigations. The auto-generated story points the analytics team toward the most fruitful areas for human analysis.