AI is now embedded in every business powering chatbots, decision-making, customer interactions, and internal operations. But with AI comes new risks that traditional security tools don’t cover,
AI introduces innovation and new liabilities.
Prompt Injection & Manipulation – Adversaries trick your models into disclosing sensitive data or executing unintended actions.
Model Poisoning & Data Leakage – Attackers tamper with training data or exfiltrate sensitive information embedded in your AI models.
penalties attached.
Compliance Blind Spots – HIPAA, GDPR, SEC, and ISO frameworks now require AI risk oversight.
Third-Party AI Risk – Vendors and partners often introduce AI systems without liability clarity.
Boards and regulators are already asking: “What is our liability with AI?” SAMI closes the gap by quantifying AI-specific liabilities in business terms.
From the model to the ecosystem, full-stack AI assurance.
SAMI autonomously scans your AI environment:
AI Models – Large language models (LLMs), transformers, custom NLP models.
AI Gateways – APIs, prompt interfaces, and third-party AI services.
Embedded AI – Chatbots, virtual assistants, and AI inside apps or customer-facing systems.
Training Data & Pipelines – Supply chain of data ingestion, curation, and storage
Third-Party AI Vendors – Assess vendor AI liability through Vendor Junction (VJ)
Every assessment is tied to Strategic Prioritization Index (SPI), ensuring that AI vulnerabilities are measured not just by severity but by business impact.
Continuous, autonomous AI threat testing.
Traditional pen tests don’t cover AI. SAMI does.
- Autonomous AI Attack Simulations
- Sector-Specific Adversary Modeling
- Compliance Impact Validation
- Live Telemetry Integration
Tests for prompt injection, hallucination manipulation, data poisoning, and jailbreaks.
Tests for prompt injection, hallucination manipulation, data poisoning, and jailbreaks.
Tests for prompt injection, hallucination manipulation, data poisoning, and jailbreaks.
Tests for prompt injection, hallucination manipulation, data poisoning, and jailbreaks.
Not just AI vulnerabilities, AI liabilities.
Financial Impact
Data leakage, fraud, or poisoned outputs costing millions.
Operational Disruption
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Compliance Exposure
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Reputation Damage
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Each AI vulnerability rolls into your SPI score, so you can prioritize AI risks alongside IT, OT, Cloud, and vendor risks all in one unified model.
Future-facing security. Measurable business impact.
Unified Assurance – AI risks and liabilities integrated into SPI,
dashboards, and reports.
Board & Regulator Ready – Deliver AI liability reports in dollars, downtime, and penalties.
Prove ROI – Show how securing AI reduces exposure, strengthens compliance, and avoids fines.
Vendor & Supply Chain Clarity – Map liability introduced by AI vendors through Vendor Junction.
Always Current – Continuous AI risk monitoring, attack simulation,
and liability updates.
From readiness gaps to vendor risks; see the liabilities that matter.
With Neuroforms and Vendor Junction, SAMI delivers autonomous, liability-first assurance across your entire ecosystem.