Top data pipelines AI tools

Acceldata provides a unified data observability platform to ensure data quality, prevent failures, and control costs for hybrid and multi-cloud data stacks. It helps businesses build a strong AI foundation with high-quality, reliable data.

• Contact for Pricing

Dagster is a data orchestrator designed for data engineers to build and manage data platforms. It enables rapid development, testing, and confident deployment of data pipelines.

• Paid
• From 10$

Fennel provides real-time and batch ML pipelines with incremental computation, offering efficiency and data freshness. Author, compute, store, serve, monitor, and govern your machine learning features.

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Syncari is a data automation platform that unifies, synchronizes, and governs data across the enterprise. It modernizes Master Data Management (MDM) with AI-driven capabilities for improved data quality and activation.

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Customer.io is a customer engagement platform fueled by first-party data, enabling personalized journeys across email, push, in-app, and SMS to build stronger relationships.

• Free Trial
• From 100$

Edge Impulse is the leading edge AI development platform, accelerating the delivery of next-generation products and solutions by bringing intelligence to any edge device.

• Freemium
• From 400$

Airy is an open-source framework for building AI assistants on streaming data. It unifies data streaming, processing, and AI to deliver better context and accelerate AI development.

• Freemium
• From 49$

Dflux is a unified data science platform that offers end-to-end data engineering and intelligence with no-code machine learning capabilities. It enables seamless data integration, streamlined workflow management, and accelerated insights for data-driven decision-making.

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Datamizu is a serverless data platform that simplifies ETL pipelines, data analysis, and data app creation. It offers a collaborative environment with flexible pricing and support for SQL, Python, and R.

• Paid
• From 40$

Hopsworks is an MLOps platform and feature store that enables organizations to build, deploy, and manage AI systems with reproducibility, consistency, and scalability. It offers a unified solution for GenAI, real-time applications, and traditional machine learning.

• Freemium

Gretel provides a platform for generating high-quality, privacy-preserving synthetic data to improve AI model training and performance. It offers tools to create, validate, and manage synthetic datasets.

• Freemium

InfinyOn is a next-generation streaming platform that unifies data flows, accelerates processing with Rust and WebAssembly, and empowers developers to build responsive, intelligent applications at any scale.

• Usage Based

Bytewax is a complete data processing solution offering a Python-native, stateful stream processor for building and deploying real-time data pipelines.

• Free