Best data-intensive fields tools in 2025

Kubernetes CLI

Automates deployment and management of containerized applications.

AWS CodeStar

Integrated development environment for cloud applications.

Yugabyte DB

Distributed SQL database for mission-critical applications.

Neuromation

Streamlined management for machine learning projects.

Niral.ai

Convert design files into production-ready code efficiently.

Windward.ai

AI-driven insights for enhanced maritime operations and logistics.

c3iot.com

AI-driven applications for enhanced operational efficiency and insights.

Open Source Robotics Foundation (OSRF)

Open-source frameworks for designing and simulating robotic systems.

Vicarious

Intelligent robotics for flexible automation in various industries.

Duckietown.org

Learn robotics and AI through hands-on experiences.

Foresight AI

Training platform for enhancing robot navigation skills in realistic settings.

SayCan by Google

A system enabling robots to understand and act on spoken commands.

OpenCog

Advanced AI development framework for intelligent systems.

Figure

General-purpose humanoid robots for various industry tasks.