Article: Bringing AI Inference to Java with ONNX: A Practical Guide for Enterprise Architects

October 3, 2025

Java applications can now run transformer-based AI models directly within the JVM—without Python, REST wrappers, or microservices. This guide shows how to integrate ONNX-powered inference with tokenizer support, GPU acceleration, modular deployment, and observability, enabling architects in regulated domains to adopt AI without disrupting compliance or CI/CD workflows.

By Syed Danish Ali  

InfoQ – Java 

Article Categories:
Java

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