Best data analysis and operational analysis tools in 2025

PostgresML

Integrates machine learning directly into PostgreSQL databases.

Coginiti

AI-driven assistant for writing and optimizing SQL queries.

Samp

Accurate digital representations for industrial facilities.

Ocular AI

Streamlined data labeling for efficient AI training and management.

Ada by BoostKPI

AI-driven data analysis for quick insights and informed decisions.

Apple Core ML

Machine learning framework that enhances app capabilities.

Google ML Kit

Enable advanced features in mobile applications with machine learning.

Camocopy

Privacy-focused AI for content creation and image analysis.