Best data architecture design tools in 2025

Apache Hadoop

Framework for processing large datasets across multiple computers.

RIDO Protocol

Empower individuals with control over personal data ownership.

Featureform

Centralized feature management for data science teams.

Apache Nutch

Automated web crawler for data collection and analysis.

Vespa

Streamlined AI application development for faster insights and decisions.

Granica

Efficient data management for AI optimization and cost reduction.

Netflix Open Source AI Platform

Open-source software for seamless data management and application deployment.

Polaris Office AI

Create and edit documents seamlessly across devices.

SOLR

Powerful open-source search engine for data management.

syntheticAIdata

Generate synthetic datasets for AI applications quickly and securely.

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.

AWS AI Services

Comprehensive cloud computing solutions for businesses.

Imaginary Programming

AI-driven code generator for TypeScript development.

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.

Spark SQL

Run SQL queries on big data with ease and efficiency.

Neum AI

Framework for efficient and scalable data pipelines.

SumoPPM

AI-driven platform for enhancing business operations and productivity.

AI Web Clipper

Quickly extract data from websites with minimal effort.

Byterat

Modern solution for managing battery data efficiently.

Label Studio

Streamlined data labeling for training machine learning models.

Amazon SageMaker Ground Truth

Generates high-quality labels for machine learning datasets.