Best data validation software tools in 2025

SQL Notes

Visualizes data relationships and dependencies in SQL models.

MagicFormat

Transform raw data into polished formats effortlessly.

ormGPT

Translate plain language into SQL queries effortlessly.

Label Studio

Streamlined data labeling for training machine learning models.

Equals

Connected spreadsheet for real-time data integration and analysis.

Periscope Data

Transform data into insights with user-friendly analytics.

Tegile Intelligence

Storage solution optimized for AI workloads and real-time analytics.

Spark MLib

Scalable machine learning library for big data analysis.

QueryX

Natural language data querying for everyone.

Accord

Machine learning framework for .NET developers enabling advanced data analysis.

Hadoop

Framework for processing large data sets across multiple systems.

plat.ai

No-code predictive analytics for swift data-driven decisions.

IBM Visual Recognition

AI-powered image analysis for various business needs.

VerbaGPT

Natural language queries for data analysis and visualization.

IBM Watson Natural Language Generation

Intelligent software that generates human-like written content.

Deepnote Copilot

AI-driven assistant for coding in interactive notebooks.

InsightBase

Transform database queries into simple, conversational insights.

Kyligence Copilot

Intelligent data assistant for quick and easy insights.

RegEx Generator

Create customized regular expressions effortlessly with advanced AI.

H2O AI Platform

Create and deploy AI models with ease.

Skills.ai

Instantly create reports and presentations from data insights.

Reporfy

Transforms data into engaging visual reports for better insights.

Dynobase

Graphical interface for managing DynamoDB data effectively.