Best data standards tools in 2025

Apache Drill

Run SQL queries on diverse data without preparation.

Medriva

Intelligent knowledge operating system for organizations.

Mindmess

Information management made seamless and efficient for users.

Unbody

Backend stack for AI-driven knowledge applications.

Apache Spark ML

Scalable library for efficient machine learning and data processing.

Label Studio

Streamlined data labeling for training machine learning models.

Toloka

Gain expert data for AI model training and evaluation.

Lamini

Builds high-accuracy mini-agents for enterprise automation.

Snowflake

Unified data management for enhanced business insights and agility.

Amazon SageMaker Ground Truth

Generates high-quality labels for machine learning datasets.

SUNNY

Advanced solutions for data management and AI innovation.

Yadget

Generate large volumes of synthetic data for various projects.

Octoparse

Visual web scraping without coding expertise needed.

Tamr

Master data management for accurate, reliable business insights.

Weaviate

AI-native database for efficient data management and search.

Roe AI

Automates complex workflows for unstructured data analysis.

Parsio

Automated data extraction from documents for streamlined workflows.

ResuMetrics

Automated resume analysis for efficient candidate onboarding.

Pipeless agents

Automated video data extraction for actionable insights.