Best data experimentation tools in 2025

Jupyter

Create and share interactive documents for data and code.

useCloak.ai

Privacy-focused API for integrating AI without user data risk.

Syntho

Generates realistic data without compromising privacy.

Tumult

Privacy-focused analytics for large datasets without risk.

DataMasker

Anonymizes sensitive data for secure development and testing.

Enlitic

AI-driven data management for healthcare imaging.

CompliantChatGPT

AI-driven compliance assistant for healthcare professionals.

Certy AI

Proactive online safety and content integrity solutions for businesses.

Warp AI

AI-powered command suggestions for terminal users.

Flo

Automatic error detection for efficient coding and debugging.

Devika AI

AI-driven coding assistant for software development.

Eval

Virtual partner for coding and software development.