Faraday

Faraday ingests your customer data (purchases, clicks, support tickets) and automatically builds machine learning models to predict churn, lifetime value, or next purchase. No coding required.

What it does

Connect your data warehouse or upload CSVs. Faraday trains models on your historical data, then scores every customer with probabilities for specific outcomes. You can export these scores to your CRM, email tool, or ad platform.

Best for

• E-commerce brands wanting to predict which customers will churn
• SaaS companies scoring leads by likelihood to convert
• Marketing teams creating lookalike audiences for ad platforms

Strengths

• No data science expertise needed — models train automatically
• Direct integrations with HubSpot, Salesforce, Google Ads, and more
• GDPR and CCPA compliant with built-in data anonymization

• AutoML — Automatically trains and tunes models on your data
• Customer scoring — Predict churn, LTV, purchase propensity, and more
• Segment builder — Create audiences based on model scores and attributes
• Data connectors — Import from Snowflake, BigQuery, Postgres, or CSV
• Export integrations — Send scores to HubSpot, Salesforce, Google Ads, Facebook
• Privacy controls — Anonymize PII and comply with data regulations