Explore Our Services
Explore our range of services designed to help you move forward with confidence, wherever you're headed next.
Adversarial AI Evaluation
AVGVST works with enterprises and organizations operating AI systems at scale. We stress-test models under real-world adversarial conditions, identify vulnerabilities before they become liabilities, and deliver findings documentation built for enterprise review cycles and regulatory scrutiny.
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Designed for organizations seeking an initial adversarial evaluation of their AI systems. We identify core vulnerabilities across prompt injection, model evasion, bias under attack conditions, and data exfiltration risk. Delivered with a structured findings report ready for internal review or regulatory submission. Ideal for companies beginning their EU AI Act compliance process.
Pricing:
Starting at $8,000 — $12,000
Introductory rate available for first engagement: $4,500 — $6,500 -
A full-scope adversarial evaluation for enterprise AI deployments. Our red teaming goes beyond testing whether a model produces harmful content. We probe for the vulnerabilities that carry real organizational risk — sensitive data leakage, unauthorized access to protected information, model inversion attacks, prompt injection that manipulates system behavior, API abuse, and failure modes that expose customer data or proprietary systems. For organizations running RAG systems, we evaluate retrieval pipeline vulnerabilities including context manipulation, knowledge base poisoning, and unauthorized document extraction. For financial institutions, healthcare organizations, and any enterprise handling regulated data, these are the attack surfaces that matter. Delivered with a detailed findings report structured for board-level review and EU AI Act documentation requirements. Built for organizations with high-risk AI classifications under Annex III.
Pricing:
Starting at $15,000 — $35,000
Introductory rate available for first engagement: $10,000 — $14,000 -
For organizations whose needs fall outside standard assessment pricing or scope — whether that means continuous oversight, a targeted single-component evaluation, or something in between. Every engagement is scoped around your architecture, risk profile, and timeline before work begins.
Pricing:
Scoped per engagement. Introductory rates available for first engagements.
Our Process
Scoping Call
We start with a focused conversation about your AI architecture, deployment environment, and risk profile. No generic questionnaires — just a direct assessment of where your exposure lies and what needs to be tested.
Adversarial Assessment
Our team runs structured red team exercises against your system using real attack methodologies — prompt injection, data extraction attempts, RAG pipeline manipulation, API abuse, and scenario-based harm testing tailored to your use case.
Findings Analysis
Every vulnerability identified is documented, categorized by severity, and mapped to relevant regulatory frameworks, including EU AI Act Annex III requirements. No raw outputs — only actionable intelligence
Report & Debrief
You receive a structured findings report built for internal review, board presentation, or regulatory submission. We walk you through the findings directly and remain available for follow-up questions.
Ready to talk?
Tell us about your AI system and what you need evaluated. We will respond within 24 hours. All inquiries are confidential.