Skip to main content
Our engineers set up and run your first AI security scan. Get in touch →

LLM Security Posture Management

LLM Security Posture Management is a focused layer within AI Security Posture Management (AI-SPM) that helps teams test, monitor, and govern LLM applications, prompt flows, model endpoints, and runtime controls.

LLM Security as a layer of AI-SPM

AI-SPM covers the full AI control surface (assets, agents, MCP servers, RAG, vector DBs, gateways). LLM Security focuses the lens on the language-model-specific surface: prompts, completions, model endpoints, and inline filtering.

Prompt-injection testing

Direct injection (OWASP LLM01), indirect injection via RAG corpus, tool-result injection. Probe families align to OWASP LLM Top 10 (2025).

Output handling tests

Improper output handling (LLM05). Detects responses that leak credentials, internal URLs, or executable content; flags downstream consumers without sanitisation.

Sensitive disclosure

Probes for inadvertent leakage of training data, system prompts, embedded credentials, or context-window contents (LLM02, and LLM07 for system prompts). 217 DLP patterns + custom regex.

Excessive agency

Tests for over-broad tool authorisations and missing human-in-the-loop on destructive operations (LLM06 + OWASP Agentic Top 10).

Runtime LLM gateway

Optional self-hosted DLP firewall + tool allowlist + per-domain budgets. Prompts never leave the customer VPC when the gateway is in use.

How verdicts are reached

Each adversarial response is scored first by deterministic checks that run inside our own infrastructure; a response they cannot settle goes to a single model judge, and low-confidence results are reported as inconclusive rather than counted as a pass. A three-judge plus meta-judge panel is built and switched off.

OWASP LLM Top 10 (2025) coverage

LLM01 Prompt injection LLM02 Sensitive information disclosure LLM03 Supply chain LLM04 Data and model poisoning LLM05 Improper output handling LLM06 Excessive agency LLM07 System prompt leakage LLM08 Vector and embedding weaknesses LLM09 Misinformation LLM10 Unbounded consumption

Open the OWASP LLM mapping →

Every framework cited links back to its publisher.

Auditors verify our control mapping against the same documents we read. Each item below points to the canonical publication.

Last reviewed:

Where LLM testing grows into full AI-SPM.

Most teams start with LLM Security testing and widen the scope to AI-SPM as agents, MCP servers, RAG pipelines, and runtime gateways come into production.

Explore AI-SPM platform → Request architecture review