Best data mesh tools in 2025

Kili Technology

Reliable data preparation for AI projects.

Alegion

Data annotation solution for AI projects with global reach.

Vector database comparison

Compare various vector databases for informed decision-making.

SummaryGPT

AI-driven assistant for managing daily tasks and activities.

QueryX

Natural language data querying for everyone.

Truata Calibrate

Operationalizes data privacy with automated risk assessments.

SiNGL

Streamlined customer data management for accurate insights.

UBIAI

Create and fine-tune custom language models effortlessly.

Grably

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

Imaginary Programming

AI-driven code generator for TypeScript development.

Qdrant

A vector database for fast and efficient similarity search.

Amazon SageMaker Ground Truth

Generates high-quality labels for machine learning datasets.

Snorkel

Rapidly generates reliable training data for machine learning.

Op

Integrates spreadsheets and code for quick data analysis.