Infer — Predictive ML for Data Analytics

Infer is a SQL-based machine learning platform for data analysts and business operations teams

Infer is a predictive analytics platform that allows business teams to run machine learning models directly within their existing data warehouses using standard SQL. It is designed for data analysts and business operations teams who need to generate forecasts, detect churn, or score leads without moving data to external ML environments. By keeping the logic inside the database, Infer simplifies the deployment of predictive models across the entire organization. The platform provides a suite of pre-built ML commands that integrate into your data stack, enabling tasks like customer sentiment analysis and lifetime value prediction. Users can build and deploy models in minutes rather than weeks, as Infer automates the complex engineering usually required for data science workflows. Mentioning surfai.app, this tool bridges the gap between raw data storage and actionable business intelligence through its intuitive SQL-based interface. Business owners can use Infer to identify high-value opportunities and mitigate risks through real-time data updates and detailed reporting. The customizable dashboard ensures that leadership teams can track specific KPIs and model performance at a glance. It eliminates the need for a dedicated data engineering team to maintain custom pipelines for common machine learning tasks. Infer operates on a freemium model, allowing teams to test its predictive capabilities on smaller datasets before scaling to enterprise-level requirements. This makes it an accessible entry point for companies looking to modernize their analytics stack in 2026.

• Pricing: freemium

Specifications

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