Best data management practices and methodologies tools in 2025

Imaginary Programming

AI-driven code generator for TypeScript development.

Fuzzy match

Intelligent matching for messy textual data.

clickworker

Crowdsourced data generation for AI training and development.

Snorkel

Rapidly generates reliable training data for machine learning.

Sdf

Developer-focused platform to enhance SQL workflows and data management.

Label Studio

Streamlined data labeling for training machine learning models.

Secoda AI

Unifies data governance with cataloging, observability, and lineage.

Yadget

Generate large volumes of synthetic data for various projects.

Octoparse

Visual web scraping without coding expertise needed.

Brewit

AI-driven analytics for effortless data exploration and visualization.

Netflix Open Source AI Platform

Open-source software for seamless data management and application deployment.

SimpleBase

A straightforward solution for effortless data organization.

Coginiti

AI-driven assistant for writing and optimizing SQL queries.

Weld

No-code data integration for real-time insights and analysis.

SAP HANA Cloud

Integrated database management for real-time data applications.

Innic data

User-friendly database management for all skill levels.

Activeloop

Database for efficiently managing large AI datasets.

Hasura

Universal data access layer for next-gen applications and AI.

Rulex AI

Smart data management to enhance decision-making and efficiency.

Hortonworks Data Platform

A hybrid data management and analytics solution for businesses.

Subscription + from $0.04/ccu
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Featureform

Centralized feature management for data science teams.

Vespa

Streamlined AI application development for faster insights and decisions.

SimplyPut

Ask questions about data and get instant, clear answers.

Accord

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

Ocular AI

Streamlined data labeling for efficient AI training and management.