Red-team every AI system, every release — not once a year.
Prompt injection, indirect injection through documents and tool output, SSRF through agent tools, MCP metadata poisoning. SENTINEL-X runs the attacks continuously, with an adaptive attacker that keeps going after the first refusal.
What goes wrong — and how SENTINEL-X catches it.
Instructions hidden in a web page, PDF or tool result take over the agent
Indirect-injection and tool-output-injection tests with canaries that prove a breach in code.
The model reveals its system prompt or internal tools
System-prompt leakage, tool discovery and debug-mode access tests.
Agent tools reach internal URLs or run commands
SSRF, SQL injection, command execution and resource-abuse tests.
A refusal today becomes a yes on the fourth turn
Multi-turn escalation plus the Adaptive attacker role, recorded turn by turn.
MCP servers ship poisoned tool descriptions
MCP tool-contract and tool-metadata-poisoning tests against the server directly.
Frameworks in scope
Key test dimensions
See SENTINEL-X test your own AI system.
Bring an endpoint. In one session we connect it, generate its suite, and run it live — you keep the report.