Aggi ARIA (Aggi Responsible Intelligence Assessor) tests how your AI models and agents actually behave, on a schedule, and keeps dated evidence you can hand to a customer's security reviewer or your auditor.
AI behavior changes when a model, a prompt or a provider changes. Most teams find out from a customer. Aggi ARIA tells you first.
Two weeks, one endpoint, read only, with an end date agreed before we start. No charge for the founding cohort.
Their security team will ask how your AI is tested, monitored and governed. Answer 10 quick questions and see what they will ask, and where you would get stuck.
List your agents and see which ones share keys, lack an owner, have more access than they need, or cannot be switched off on their own.
Start on your own with the Aggi ARIA AI Health Check (ARIA Shape B) in minutes, or run the full platform. Same engine; Shape B grows into full Aggi ARIA with nothing to rebuild.
Aggi ARIA doesn't assess your posture once and export a PDF. It watches your AI's behavior daily, flags the moment it drifts from policy, and verifies conformance across the frameworks you operate under, with evidence your auditor will accept.
Connect your own model and Aggi ARIA Shape B runs behavioral tests against it, on demand and on a schedule, then returns a score and a downloadable report. No integration project, no consultant.
Your AI connects through one of three integration shapes. ControlMesh, the part of Aggi ARIA that decides what each result means, turns that signal into continuous compliance across the frameworks you operate under: delivered as a live dashboard and reports.
ControlMesh is the part of Aggi ARIA that takes one test result and uses it to answer every compliance question it applies to, across all your frameworks. Decision-velocity intelligence means how quickly you get from "something changed in our AI" to a decision you can defend.
Aggi Technologies is a small, founder-led company. You deal directly with the people doing the work, and we will tell you plainly if something else would serve you better.
Software that tests how your AI behaves, on a schedule, and keeps dated evidence for security reviews and audits. It gives you evidence; it does not certify anyone.
AI security assessments, security built into new products from the start, help when an AI system goes wrong, and AI incident practice sessions for your team.
Experienced cybersecurity, cloud and software engineers placed with your team, on contract or contract-to-hire. Screened by engineers, not by keyword matching.
Formed in 2008 in Plano, Texas. Today the company's main work is Aggi ARIA, alongside security consulting and engineer placement.
We are small on purpose. When you ask a question, the person who answers is the person who knows.
About Aggi Technologies →Founder and chief architect of Aggi ARIA. An engineer and former research scientist with 10+ granted patents, who designs and builds secure systems from the chip to the cloud.
He also takes on fractional CTO work himself, contracted through Aggi, and speaks and writes about AI security.
About Dr. Golla →Starting an AI product, facing a customer's security review, or dealing with an AI problem right now? Write to us. We reply within one business day.