Best data processing resources tools in 2025

Pachyderm

Automated solution for managing and tracking data workflows.

Apache Hadoop

Framework for processing large datasets across multiple computers.

Hadoop

Framework for processing large data sets across multiple systems.

Apache Samza

Real-time data processing framework for stateful applications.

Folderr

Smart data processing and automation for various file types.

Subscription + from $7.99/m
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Roe AI

Automates complex workflows for unstructured data analysis.

Apache Mahout

Framework for scalable machine learning and data processing.

ormGPT

Translate plain language into SQL queries effortlessly.

Lettria

Data management solution for accurate document processing and retrieval.

BigDL

Run deep learning models efficiently on large datasets.

Groupt

Streamlined data categorization and visualization for insightful analysis.

Heron

Efficient stream processing for real-time data insights.

Amazon Kinesis

Real-time data processing for immediate insights and actions.

Aissist

Automated support for sales and customer service inquiries.

Free + from $0.05/interaction
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Qubole

Cost-effective data lake solution for efficient analytics.

Observo

Smart data pipeline for optimized observability and threat response.

Truata Calibrate

Operationalizes data privacy with automated risk assessments.

Kaskada

Real-time data integration for AI model optimization.