Best data-driven insights evaluation tools in 2025

Azure Machine Learning Services

Comprehensive platform for managing machine learning projects.

OpenAI Startup Fund

Funding innovative AI startups to fuel technological advancement.

Kortical

Streamlined machine learning model development and deployment.

WisBot

Automated assistant for data analysis and machine learning tasks.

PyCaret

A low-code library for building machine learning models effortlessly.

Heron

Efficient stream processing for real-time data insights.

ELK Stack

Powerful suite for data collection, search, and visualization.

Chata.ai

Natural language data interaction for immediate insights.

Glimpsehere

Discover insights by integrating diverse data sources.

Dataiku DSS

Collaborative data science solution for actionable insights.

Defog

Fast and accurate data insights for informed decisions.

Laketool

Transform data into actionable insights with advanced AI.

Sagemaker Studio

Streamlined machine learning for actionable business insights.

Typefrost

Transform complex data into clear insights with advanced AI.

OWOX BI

Streamlines data visualization and reporting in Google Sheets.

ResuLLMe

Create interactive data visualizations without coding skills.

IBM Watson Health

Advanced AI for data insights across various industries.

Microsoft Knowledge Exploration

Natural language search for quick information retrieval.

AIDE by Weco

Automates and enhances machine learning processes for teams.

Wandb AI

Systematic tracking and visualization for machine learning experiments.

Prompts

Track and visualize machine learning experiments seamlessly.

Ascenscia

Voice-activated assistant for hands-free lab data management.

Gentrace

Automated evaluations for generative AI models.

Parea

Manage and enhance the performance of large language models.

Prompt Refine

Experiment with prompts for optimal AI responses.