You were about to build an AI testing tool. You don't have to.

There is a project happening inside a lot of companies right now that nobody planned for six months ago.

A regulator, a customer security review or a nervous board asked a simple question: "How do you know your AI actually does what you say it does?" The honest answer was, "We don't, not continuously." So an engineering team starts scoping a home-grown answer: test fixtures, scorers, a scheduler, a dashboard, and someone to keep it all running. Weeks turn into quarters, and the AI keeps shipping in the meantime.

You do not have to build it. You can connect to one.

What the Aggi ARIA AI Health Check (ARIA Shape B) is

You point it at your model's endpoint and it runs a set of behavioral tests, the kind your policies and compliance frameworks actually require, mapped to HIPAA, the NIST AI Risk Management Framework, SOC 2, ISO/IEC 42001, the EU AI Act and more. It scores the responses and hands you a report with the evidence. There is no harness to build and no fixtures to write. We already spent the years building it, so your team does not have to.

And if you already test your models

Good; keep doing it. The AI Health Check still earns its place for one honest reason: your own tests are grading your own homework. An independent layer that runs on a schedule, tests against real frameworks and flags the moment behavior drifts is what an auditor, a customer or your own risk team will trust more than "we checked it ourselves." Run it alongside what you already have, as a second opinion that never gets tired, rushed or optimistic.

The barrier to trying it is close to zero. It is self-serve and starts at $30 per batch per month, where a batch covers up to four model endpoints and twenty evaluation runs a day. You connect an endpoint and get results, without a sales cycle or a six-week integration.

The timing is real

The EU AI Act's obligations are phasing in. The deadline for high-risk systems has since moved to December 2027, but the question buyers ask has already changed. "Do you have a policy?" is quietly becoming "can you show your system actually follows it?" A screenshot of a test you ran once will not answer that. Continuous behavioral evidence will.

When the AI Health Check is not enough, it is one part of a larger platform. Aggi ARIA (Aggi Responsible Intelligence Assessor) covers continuous compliance across frameworks, cross-standard mapping, real-time enforcement on the way into and out of your model, and an audit trail that cannot be altered, which your auditor can actually use. Start with the testing and grow into the compliance layer when you need it. It is the same system and the same evidence trail; you just turn on more of it.

So here is the whole idea in one line: you do not have to build the thing that proves your AI behaves. You can connect to it today, and add the rest when you are ready.