An interactive demonstration of what happens when agentic AI systems operate without security controls — and what changes when guardrails are in place.
Each scenario runs in under 30 seconds. Toggle guardrails on and off to see the same agent behave differently.
Choose from five scenarios in the left panel — from normal operation to active attacks and approval workflows.
Switch between Guardrails ON and Guardrails OFF to see the same request handled differently.
Watch the agent work in real time — every decision, tool call, and control action streamed live.
Left pane shows everything happening inside the agent. Right pane shows what the end-user sees.
Every scenario runs with guardrails on and off — showing what the controls prevent, and what happens without them.
A routine financial research and writing task. Shows the healthy agentic loop — plan, delegate, synthesise — with a full audit trail.
BaselineThe agent fetches a malicious website during research. The page contains hidden override instructions. With guardrails off, credentials are silently exfiltrated.
OWASP LLM01The agent attempts to use a tool outside its permitted scope. The allowlist control blocks it. Without guardrails, the action proceeds unchecked.
Tool AllowlistThe agent makes far more tool calls than the task requires — a runaway agent. The call budget cap limits blast radius. Without it, API costs spiral.
Call BudgetA £5.6M pension fund rebalancing is planned but nothing executes. Every intended trade is held for human-in-the-loop approval — the four-eyes control applied to autonomous AI.
Human-in-the-LoopAll scenarios are scripted for reliability — no live API calls required for the attack scenarios.
Open the Demo →