Module 04 · Nerv-AI · AI systems
AI Detection & Response
A security operations layer for the AI systems your business now runs on.
Nerv-AI sits between your users and your models, inspecting every prompt and response in flight. It detects prompt injection, jailbreak attempts, system prompt extraction and data exfiltration, and blocks them before they reach the model. Deploy as a proxy, an SDK or a browser extension.
Detection categories, mapped to MITRE ATLAS
- Prompt injection — AML.T0051
- Indirect injection via documents — AML.T0052
- LLM jailbreak and persona attacks — AML.T0054
- Sensitive data leakage in responses — AML.T0057
- System prompt extraction — AML.T0058
- Model extraction by systematic probing — AML.T0024
- Adversarial input: homoglyphs, invisible characters
- Token smuggling and multi-turn context poisoning
Test the AI before someone else does
Nerv-AI includes automated adversarial testing of your AI systems, run by the same team that does our human red team engagements. You get a posture score, the failing test cases and the remediation, on a repeating schedule. The output is a report you can hand to a board, an auditor or a client, not a JSON dump for an engineer to interpret.
- Can it be jailbroken?
- 100+ jailbreak and persona manipulation patterns
- Can the system prompt be extracted?
- 30+ extraction techniques
- Is it resistant to prompt injection?
- 50+ direct and indirect injection techniques
- Does it leak personal information?
- Structured probing for PII and credentials
- Can it be made to generate harmful content?
- Safety boundary testing
- What is the posture score?
- 0 to 100, tracked over time
Where it separates
- 01A new product category.
- AI detection and response has no established incumbent. Nerv-AI is in the market now, while the category forms.
- 02Model agnostic.
- OpenAI, Anthropic, Google, Azure OpenAI and your own self-hosted models, through one control point.
- 03Federated threat intelligence.
- Attack patterns seen against one client anonymously strengthen detection for every client.
- 04Compliance evidence built in.
- Continuous monitoring records and assessment output aligned to EU AI Act obligations for high-risk systems.
Capability comparison7 capabilities
| Capability | Emerging AI security tooling | Nerv-AI |
|---|---|---|
| Real-time prompt inspection | Sometimes | Yes |
| Model agnostic coverage | Partial | Yes |
| Automated AI red teaming | Manual at best | Automated |
| Federated threat intelligence | No | Yes |
| MITRE ATLAS mapping | No | Full |
| EU AI Act evidence output | Partial | Full |
| Correlated into a full SOC | No | Yes |
Capability summary of the AI security market as at August 2026, prepared from publicly available product documentation. This is a fast-moving category and vendor capability changes month to month. Verify current inclusions with any vendor you are comparing before relying on this summary.