Best data management techniques tools in 2025

Spark SQL

Run SQL queries on big data with ease and efficiency.

Convex

A reactive database for real-time app development.

API Governance Testing

Automated API review for consistent design and implementation.

Loco

Streamline localization with collaborative translation management.

IBM Watson Knowledge Catalog

Centralized data management for streamlined discovery and governance.

Sheety

Connect spreadsheets with applications for seamless data management.

Activeloop

Database for efficiently managing large AI datasets.

UserSketch

Streamlined data management and communication for businesses.

Dremio

Unified lakehouse for seamless data management and analysis.

Array Assistant

Streamlines spreadsheet tasks for improved productivity.

SimpleBase

A straightforward solution for effortless data organization.

Scale

Data management and labeling solution for AI applications.