Faraday - Predict Customer Behavior the Speedy Way with Faraday AI
Faraday provides data science and engineering teams with everything they need to build breakthrough customer experiences using data, AI, and automation. With point-and-click or API capabilities, predictions can be deployed quickly for past 30 days' data.
Faraday Product Information
What is Faraday?
Faraday offers comprehensive features for data ingress, integrations, identity resolution, bias detection, SOC-2, CCPA, and other regulation compliance, probability calibration, geonormalization, explainability, and lifecycle management. It automates algorithm tuning, feature engineering, and batch inference. Faraday is ready to use out-of-the-box, requiring only connection to existing data sources, declaration of prediction objectives, review of automatic reporting, and deployment of predictions anywhere.
How to Use Faraday?
Faraday provides a simple API approach to predict customer behavior. By connecting to data sources, importing data, representing key groups, declaring prediction objectives, using scopes to make predictions, and deploying predictions, users can expedite the process and focus on downstream application improvements.
Core Features of Faraday
- Data Ingress and Integrations
- Fully Prepared Consumer Data
- Identity Resolution
- Algorithm Tuning
- Feature Engineering
- Validation & Reporting
- Probability Calibration
- Geonormalization
- Explainability
- Bias Detection & Mitigation
- Real-time and Batch Inference
- Lifecycle Management
Use Cases of Faraday
- Predictive Customer Behavior Analysis
- Data-driven Customer Experience Improvement
FAQ about Faraday
Which data sources does Faraday support?
Faraday supports data warehouses, databases, and cloud buckets, and also allows uploading of CSV files.
Does Faraday provide built-in objectives for predicting customer behaviors?
Yes, Faraday offers built-in objectives for key customer behaviors, simplifying the prediction process.
What is the deployment process for predictions in Faraday?
The deployment process involves utilizing scopes to make predictions and deploying them to the desired destinations.
Does Faraday have built-in sample data for getting started?
Yes, Faraday provides built-in sample data to facilitate the initiation of predictive analytics without the need to share proprietary data.
Faraday Badge
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