Best data analysis tools for startups tools in 2025

Sketch

AI-driven code generator for pandas users in Python.

BlazeSQL

AI-driven chatbot for fast database insights without SQL knowledge.

xyzt.ai

Insight platform for visualizing and analyzing IoT data.

Kaskada

Real-time data integration for AI model optimization.

Cleora.ai

Open-source framework for learning from diverse relational data.

Opendoc

Data analysis made easy for everyone, regardless of expertise.

ResuLLMe

Create interactive data visualizations without coding skills.

Apache Mahout

Framework for scalable machine learning and data processing.

Featureform

Centralized feature management for data science teams.

Knime

Visual data analytics and workflow automation for all users.

LMNT Voiceover

Build interactive web applications from Python scripts effortlessly.