Faraday

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About
Faraday is a comprehensive AI platform designed for data science and engineering teams to build breakthrough customer experiences. It offers a full suite of capabilities including data ingress and integrations with major data sources (Snowflake, BigQuery, Postgres, S3). The platform handles data preparation, identity resolution, algorithm tuning, and feature engineering. It provides validation, reporting, probability calibration, geonormalization, explainability, and bias detection/mitigation for responsible AI. Faraday supports real-time/batch inference, ensures SOC-2/CCPA compliance, and offers lifecycle management. Key features are built-in consumer data (1,500 attributes), pre-built AI agents for behaviors like adaptive discounting, lead prioritization, next best offer, repeat purchase readiness, and thematic personalization. Users can connect data, define prediction objectives, and deploy models via UI or API, streamlining ML and focusing on applications.
Platform
Features
• identity resolution
• fully prepared consumer data
• data ingress and integrations
• api and point-and-click deployment
• soc-2, ccpa, and other regulation compliance
• real-time and batch inference
• bias detection and mitigation
• ai agents for customer behavior predictions
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