Best data integration methodologies tools in 2025

Gold Retriever

Interact with data using AI-driven queries for precise answers.

Hexo AI

Automated data transformation for efficient analysis and insights.

Lume

Automate and validate data mapping effortlessly.

Hadoop

Framework for processing large data sets across multiple systems.

MostlyAI

Generate realistic synthetic data while protecting privacy.

Qdrant

A vector database for fast and efficient similarity search.

Tumult

Privacy-focused analytics for large datasets without risk.

Spark MLib

Scalable machine learning library for big data analysis.

GeoMesa

Efficiently manage and analyze large geospatial datasets.

Syntho

Generates realistic data without compromising privacy.

Truata Calibrate

Operationalizes data privacy with automated risk assessments.

Predictionguard

Secure AI development focused on data privacy and compliance.

EdX

Online courses from leading universities to boost skills and knowledge.

Dataversity

Comprehensive education and resources for data management professionals.

Dash AI

AI assistant that provides real-time answers for workplace queries.