Best data lifecycle tools in 2025

Activeloop

Database for efficiently managing large AI datasets.

Hasura

Universal data access layer for next-gen applications and AI.

Rulex AI

Smart data management to enhance decision-making and efficiency.

Hortonworks Data Platform

A hybrid data management and analytics solution for businesses.

Subscription + from $0.04/ccu
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Falcon LLM

Advanced AI models accessible on lightweight devices.

Featureform

Centralized feature management for data science teams.

Vespa

Streamlined AI application development for faster insights and decisions.

SimplyPut

Ask questions about data and get instant, clear answers.

QueryX

Natural language data querying for everyone.

Accord

Machine learning framework for .NET developers enabling advanced data analysis.

Ocular AI

Streamlined data labeling for efficient AI training and management.

Qdrant

A vector database for fast and efficient similarity search.

Apache Spark ML

Scalable library for efficient machine learning and data processing.

Yadget

Generate large volumes of synthetic data for various projects.

Octoparse

Visual web scraping without coding expertise needed.