Best data stewardship tools in 2025

AI Placeholder

Generate realistic dummy data for various testing needs.

Amazon SageMaker Ground Truth

Generates high-quality labels for machine learning datasets.

Deekard

Real-time web data retrieval for applications and research.

Integrate.AI

Secure collaboration for data science across various sources.

Narrative BI

Automated insights from complex data for informed decision-making.

clickworker

Crowdsourced data generation for AI training and development.

ChatDB

Quickly convert and edit various data formats online.

Snorkel

Rapidly generates reliable training data for machine learning.

Op

Integrates spreadsheets and code for quick data analysis.

Filely

Secure and organized file storage accessible from any device.

Fig AI

Translate plain English into Bash commands effortlessly.

Polaris Office AI

Create and edit documents seamlessly across devices.

ShieldForce

Complete cybersecurity support for businesses of all sizes.

Tinyfrom

Recover lost files and manage data effortlessly across devices.

Hadoop

Framework for processing large data sets across multiple systems.

Webtotem

Website security monitoring for peace of mind.

Devaten

Real-time database monitoring with instant alerts and insights.

Lite queen

Manage SQLite databases with ease and efficiency.

AWS CodeStar

Integrated development environment for cloud applications.

CodePlex

Collaborative workspace for productivity and efficient communication.

CMS2CMS

Streamlined website migration for content and data transfer.

TableBits by LENSELL

Effortlessly convert PDF tables to CSV format.

Outlier Database

Easily analyze and visualize data trends and patterns.

Interzoid

Efficiently clean and enhance your data without coding.

Rocket Statements

Transform bank statements into organized data formats quickly.