AgentFuzz
Find out how your AI system fails before an attacker does.
AgentFuzz automates vulnerability testing for AI systems — executing curated attack prompts against your target and evaluating every response against expected behavior, with the precision and reproducibility ad-hoc red teaming can't match.
500+
Curated attack prompts
2
Target modes — API & chat widget
OWASP
LLM Top 10 mapped
NIST
AI RMF mapped
Why it exists
Shipping an AI feature means shipping a new attack surface.
Prompt injection, data leakage, and jailbreaks don't show up in a traditional pen test scope. AgentFuzz gives teams building on LLMs a systematic, repeatable way to find those failures — and prove coverage against the frameworks auditors and customers already ask about.
Platform capabilities
Everything from prompt library to compliance-ready reporting.
- Prompt library of 500+ attack prompts, organized by OWASP LLM Top 10 and NIST AI RMF, with custom prompt support
- Scenario builder with real-time execution progress and historical run comparisons
- Security scorecards — pass rates, framework-by-framework breakdowns, coverage gaps
- Per-prompt detailed reporting: actual response, verdict, and failure explanation
- Dual target modes — test raw API endpoints or live chat widget interfaces
- Multi-organization support with role-based access and team management
How it works
Register, select, run, review.
01
Register your AI system
02
Select attack prompts
03
Create a scenario
04
Execute against target
05
Review report & scorecard
Built for
Teams shipping AI systems, and the people who have to sign off on them.
AI/ML Engineering Teams
Product Security
Compliance & Audit
AI Governance Leads
Point it at what you've shipped.
Register an API endpoint or chat widget and see what a real scenario surfaces.