Best data collection methods tools in 2025

Airy

Build real-time data pipelines for smarter decision-making.

Dataloop

Streamlined solution for data management and AI model development.

Alegion

Data annotation solution for AI projects with global reach.

Rulex AI

Smart data management to enhance decision-making and efficiency.

Integrate.AI

Secure collaboration for data science across various sources.

Apache Hadoop

Framework for processing large datasets across multiple computers.

ML

Framework for integrating machine learning into applications.

RIDO Protocol

Empower individuals with control over personal data ownership.

Vector database comparison

Compare various vector databases for informed decision-making.

SPREEV

Streamlined data integration and analytics for informed decision-making.

QueryX

Natural language data querying for everyone.

GeoMesa

Efficiently manage and analyze large geospatial datasets.

BigDL

Run deep learning models efficiently on large datasets.

Sight Machine

Streamlines manufacturing data for improved productivity and efficiency.

SiNGL

Streamlined customer data management for accurate insights.

UBIAI

Create and fine-tune custom language models effortlessly.

Ocular AI

Streamlined data labeling for efficient AI training and management.

Grably

User-consented datasets for AI projects, sourced ethically and transparently.

MindsDB

Data analysis and workflow automation for enterprises.

Fuzzy match

Intelligent matching for messy textual data.

clickworker

Crowdsourced data generation for AI training and development.

Tensorflow

Framework for building machine learning models across various domains.

apixio.com

AI-driven healthcare analytics for improved decision-making.

Qdrant

A vector database for fast and efficient similarity search.