Aggi ARIA (Aggi Responsible Intelligence Assessor) tests how your AI models and agents behave, keeps dated evidence, and maps it to the rules your buyer will ask about, so a security questionnaire doesn't stall your first enterprise deal.
AI behavior changes when a model, a prompt or a provider changes. Aggi ARIA re-tests on your schedule and alerts you when results move away from your baseline.
Founding pilot: two weeks, one endpoint, read only, with an end date agreed before we start. No charge. First pilots under way.
Selling to hospitals and clinics. The review will ask how patient data is protected and how your AI is tested before and after launch.
HIPAA · NIST AI RMF · FDA clinical decision supportSelling to banks and insurers. Their vendor-risk team will ask about model risk, monitoring and who can change what.
SOC 2 · model risk · state AI lawsAI agents that touch employee records, payroll and hiring. Buyers will ask what each agent can reach and how bias is checked.
ISO 27001 · ISO 42001 · hiring-bias rulesTheir 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.
A 12-person AI company is about to sell to its first hospital. There is no compliance team; the CTO also owns security. Here is the path, from first login to a passed review.
Answer five questions about your product and buyers. Aggi ARIA recommends the rule sets that apply, with the reason for each.
Point Aggi ARIA at your AI and upload the policies you already have. It drafts answers with the exact quote it used; a person confirms each one.
Does your AI leak data, follow hidden instructions or step outside its role? Each failure becomes a ranked finding.
A 15-minute weekly review: assign findings, attach the fix, re-test. One answer carries over to every rule set it applies to.
Tests re-run on your schedule. When a model or prompt changes and results move, you get an alert with a dated record.
The hospital's questionnaire arrives. You answer from evidence already collected, and give your auditor read-only access.
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 re-tests your AI's behavior on your schedule, alerts you when results move away from your baseline, and maps every result across the frameworks you operate under, with organized, dated evidence for your auditor and your customer's reviewer.
Connect your own model and the Aggi ARIA AI Health Check 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 in one of three ways. Aggi ARIA maps each result to every rule it applies to, across the rule sets you choose, and shows it on a live dashboard and in reports.
Compliance mapping 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 person doing the work, and we will tell you plainly if something else would serve you better.
Send us the AI section of your buyer's security questionnaire. We help you answer it with evidence, and show you what to fix before you send it.
Software that tests how your AI and your AI agents behave, on a schedule, and keeps dated evidence for security reviews and audits. It gives you evidence; it does not certify anyone.
Dr. Golla joins your leadership part time: architecture, security from the first design, and getting the product ready for regulated buyers.
Also available: AI security assessments, incident help, and engineer placement. All ways to work with us →
Formed in 2008 in Plano, Texas. Today the company's main work is Aggi ARIA and helping AI companies get through their customers' security reviews.
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.