Best developer-friendly tools tools in 2025

Amazon SageMaker Ground Truth

Generates high-quality labels for machine learning datasets.

Yadget

Generate large volumes of synthetic data for various projects.

Tamr

Master data management for accurate, reliable business insights.

Firecrawl

Gather structured data from websites effortlessly.

Traversaal

Streamlined data management for enhanced workplace productivity.

Kaskada

Real-time data integration for AI model optimization.

Scrap.so

Automated data collection from websites for effortless research.

Free trial + from $31.99/one-time
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Hexo AI

Automated data transformation for efficient analysis and insights.

Weld

No-code data integration for real-time insights and analysis.

SAP HANA

Cloud-based database for intelligent data applications and analytics.

Subscription + from $9.48/y
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SAP HANA Cloud

Integrated database management for real-time data applications.

Pachyderm

Automated solution for managing and tracking data workflows.

Kili Technology

Reliable data preparation for AI projects.

Deekard

Real-time web data retrieval for applications and research.

actcast.io

IoT platform for smart data processing and edge computing.

Qdrant.io

Open-source vector database for efficient similarity searches.

Diffgram

Manage and organize AI data seamlessly for better insights.

Fastn.ai (composable middleware)

Connect applications and data sources with ease.

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.

ML

Framework for integrating machine learning into applications.

RIDO Protocol

Empower individuals with control over personal data ownership.