We stress-test AI systems before regulators and adversaries do
Adversarial Evaluation · Red Teaming · EU AI Act Readiness · Findings Reports · Model Stress Testing
AVGVST is an adversarial AI evaluation firm. We run red team exercises, test AI systems under real-world attack conditions, and deliver findings reports that hold up under regulatory scrutiny
Built for What's Coming
Operating across the US and EU, we work with companies that can't afford to discover vulnerabilities after deployment
The Deadline Is Already Here
As of August 2026, companies operating high-risk AI systems in the EU face mandatory risk management requirements, third-party validation, and documented audit trails. Non-compliance carries fines up to €35 million or 7% of global annual turnover. AVGVST provides the adversarial evaluation and documentation you need before a regulator asks for it.
What We Deliver
Red Teaming
We probe your AI systems using real attack methodologies, not theoretical checklists.
Prompt injection and jailbreak attempts
Model evasion and adversarial input testing
RAG pipeline exploitation and knowledge base poisoning
Sensitive data extraction and leakage testing
API abuse and system behavior manipulation
Scenario-based harm testing across various categories
Adversarial Training Data
We generate adversarial datasets that expose how your model behaves under hostile inputs.
Attack-specific prompt datasets across multiple harm categories
Edge case and boundary condition coverage
Inputs designed to surface bias, inconsistency, and failure modes
Data formatted for direct use in model fine-tuning and safety training pipelines
Findings Report
Every engagement ends with a structured report you can act on and stand behind.
Vulnerabilities documented and categorized by severity
Attack vectors mapped to relevant regulatory frameworks, including EU AI Act Annex III
Remediation recommendations for each identified risk
Formatted for internal review, board presentation, or regulatory submission
Ready to talk?
Tell us about your AI system and what you need evaluated. We will respond within 24 hours. All inquiries are confidential.