Best data processing services tools in 2025

SvectorDB

Serverless vector database optimized for AWS environments.

Apache Hadoop

Framework for processing large datasets across multiple computers.

Apache Samza

Real-time data processing framework for stateful applications.

Pachyderm

Automated solution for managing and tracking data workflows.

BigDL

Run deep learning models efficiently on large datasets.

Hadoop

Framework for processing large data sets across multiple systems.

Folderr

Smart data processing and automation for various file types.

Subscription + from $7.99/m
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Kaskada

Real-time data integration for AI model optimization.

Qubole

Cost-effective data lake solution for efficient analytics.

Amazon Kinesis

Real-time data processing for immediate insights and actions.

Datachain

Efficient data management and enrichment for organizations.

Amazon Aurora

Managed database solution with high performance and scalability.

Qdrant

A vector database for fast and efficient similarity search.

Unearth.ai

Centralized platform for data integration and AI-driven insights.

ELK Stack

Powerful suite for data collection, search, and visualization.

Apache Mahout

Framework for scalable machine learning and data processing.

Ragie

Managed service for seamless data integration and retrieval.

Isomeric

Transforms messy text into structured, machine-readable data.

Veritone Developer AI

Data management and analysis for informed decision-making.

InfluxData

High-performance database for real-time data insights.

Parabola

Streamlined data organization and automation for teams.

Metaflow

Build and manage machine learning projects effortlessly.