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Open-source software

ML-Gateway

A gateway that makes machine-learning models easier to expose, discover and use through a consistent interface.

Developed byCIRCL

One gateway for machine-learning services

ML-Gateway helps applications and analysts use machine-learning models without having to integrate separately with every model implementation. It provides a common gateway between clients and model-serving backends, making AIPITCH capabilities easier to integrate into operational workflows.

The software is developed by CIRCL (Computer Incident Response Center Luxembourg) as part of its contribution to AIPITCH and is maintained openly on GitHub.

Why it matters

Cybersecurity teams need to turn experimental models into dependable, reusable services. A shared gateway reduces integration effort and gives model consumers a stable entry point while allowing the services behind it to evolve.

ML-Gateway contributes to the project’s goal of connecting complementary AI capabilities into a practical toolkit for national and enterprise cyberdefence teams.

Get involved

The project is open source. You can review the implementation, report issues and propose improvements in the ML-Gateway GitHub repository. Consult the repository README for current setup, configuration and API instructions.