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AI / LLM Security

We test the models and agents you ship, hunting the prompt injections, tool-calling abuse, and boundary escapes that let attackers steer your AI.

Prompt injectionTool-use abuseAgent boundaries
Overview

Generative AI moves fast, and the attack surface moves with it. Prompt injection, jailbreaks, indirect injection through retrieval, and tool-calling abuse all let attackers turn your own model and agents against you.

Our AI security assessments map your LLM architecture end to end, from the model and its system prompts to the retrieval pipeline, the tools it calls, and the agents that act on your behalf. We test the abuse cases that matter, then ship clear remediation guidance your engineers can act on.

What we cover
Prompt injection (direct and indirect) across chat, RAG, and agent flows
Jailbreak and refusal-bypass testing on your deployed models
Tool-use and function-calling abuse, including prompt-to-tool manipulation
Agent boundary and autonomy testing: what can an agent actually reach?
Training-data and retrieval poisoning scenarios
Output handling: XSS, markdown injection, and downstream rendering risks
Model supply-chain and dependency review
How we work
01

Threat model

Map the model, tools, and data flows an attacker can reach.

02

Recon

Enumerate the endpoints, prompts, and agent capabilities exposed to users.

03

Adversarial testing

Run injection, jailbreak, and tool-abuse campaigns against the live system.

04

Chain abuse

Verify what a compromised prompt or tool call can pivot into.

05

Report

Prioritized findings with reproduction steps and concrete fixes.

What you get
✓Executive summary and technical report
✓Exploit reproductions for every finding
✓Hardened prompt and tool-use recommendations
✓Regression checklist for your model-ops team
✓Retest included after remediation

Continuous coverage. Expert-led pentests.

Move from once-a-year snapshots to a live security posture. Book a scoping call and we'll quote your first engagement within 48 hours.

48H QUOTE · NDA AVAILABLE · NO OBLIGATION