Best data-driven insights development tools in 2025

Apache Spark ML

Scalable library for efficient machine learning and data processing.

Dataiku DSS

Collaborative data science solution for actionable insights.

SheetSavvy AI

Automate tedious spreadsheet tasks for enhanced productivity.

APISCRAPY

Automated web data extraction for easy API creation.

Trieve

Advanced search and recommendation system for enhanced information retrieval.

Shaped

Smart search and recommendation system for businesses.

RSS filter

Content filtering for personalized news reading.

Outfindo

Guides users in selecting products for online shopping.

Manifest AI

Digital shopping assistant enhancing online customer experiences.

Subscription + from $400/m
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Prometh

Enhances the accuracy of AI-generated data insights.

Spok

AI-powered insights for smarter marketing decisions.

Storytell.ai

Turn complex data into clear insights effortlessly.

Neural Designer

User-friendly neural network creation for data analysis.

Kurby

AI-driven real estate insights for personalized property searches.

RioGPT

AI-powered assistant for instant chat responses and recommendations.

Buster.so

AI-driven data workers simplify data querying for everyone.

Checksum

Automated testing solution that learns from real user behavior.

WebDB

User-friendly database management system with AI support.

Appen

Data solutions that enhance advanced AI model performance.

GenRocket

On-demand generation of realistic synthetic test data.

Keploy

AI-driven solution for generating software tests automatically.

Conektto

Streamlined API design through AI-driven automation.

MostlyAI

Generate realistic synthetic data while protecting privacy.

CSV To JSON Converter

Transform CSV files into structured JSON data quickly.

DATPROF

Streamlined management of test data for compliance and efficiency.