Best application compatibility tools in 2025

Scale

Data management and labeling solution for AI applications.

SiNGL

Streamlined customer data management for accurate insights.

Grably

User-consented datasets for AI projects, sourced ethically and transparently.

AWS AI Services

Comprehensive cloud computing solutions for businesses.

Tensorflow

Framework for building machine learning models across various domains.

Spark SQL

Run SQL queries on big data with ease and efficiency.

Neum AI

Framework for efficient and scalable data pipelines.

SumoPPM

AI-driven platform for enhancing business operations and productivity.

AI Web Clipper

Quickly extract data from websites with minimal effort.

Byterat

Modern solution for managing battery data efficiently.

Amazon SageMaker Ground Truth

Generates high-quality labels for machine learning datasets.

Tamr

Master data management for accurate, reliable business insights.

Chat2DB

AI-driven database management with natural language SQL generation.

SQLAI.ai

AI-driven query generator for effortless SQL management.

CockroachDB

A distributed SQL database for continuous application performance.

Innic data

User-friendly database management for all skill levels.

PDFParser

Quickly transform PDFs into organized data formats for analysis.

Enlitic

AI-driven data management for healthcare imaging.

Postgres AI

Smart assistant for PostgreSQL database management and optimization.

Thepanel

Comprehensive analytics for web and mobile applications.

RegexBot

Create regular expressions from plain language prompts effortlessly.

Sql creator

Learn SQL through engaging tutorials and practical exercises.

Flowscript

Transform plain English into functional web applications effortlessly.

Grit.io

Automates code migrations and dependency management for developers.