PII Detection
An SSN in a prompt or an agent's reply. Caught and redacted.
SUPERWISE® AMP → Guardrails
The AI guardrails platform that blocks failures before they reach users
Enterprise AI guardrails are runtime product controls that evaluate live AI requests and enforce policy before a response reaches a user.Framework guardrails define expectations, and code guardrails protect one application path. SUPERWISE runtime checks apply policy consistently across governed AI traffic.
What the AI guardrails platform does
Guardrails are the runtime layer of the SUPERWISE AI governance platform. Each request and response routed through the configured guardrail is checked against its configured rules for PII, toxicity, restricted topics, and jailbreak attempts. A detected violation is blocked before the user sees it.
On the platform, guardrails check PII, toxicity, topics, and jailbreak attempts on inputs and outputs. Through Sentinel, the AI gateway, the AI tools your team already uses get the secrets, PII, and toxicity guardrails on outgoing prompts.
See it work
Guardrails in action
superwise-guardrail-monitor
● Monitoring active...
Real-time policy checks
Built-in protections
Pre-configured guardrails for common risks, plus the flexibility to define your own
Toxicity Filter
Your agent just insulted a customer. Prevent harmful responses in real time.
Topic Restriction
User tried to make your agent discuss competitors. Topic blocked.
Jailbreak Detection
Attacker tried to override system prompt. Attempt logged and rejected.
Competitor Check
Agent almost named a competitor. Blocked before the word left.
Protection at every layer
1
Input Validation
Detect prompt injection, PII, and malicious inputs before model execution.
2
Runtime Evaluation
Evaluate AI outputs against your policies in real-time. Block, modify, or flag violations automatically.
from superwise_api.models.guardrails.guardrails import ToxicityGuard
high_toxicity_guard = ToxicityGuard(name="High toxicity guard", tags=["input"], threshold=0.8, validation_method="sentence")
results = sw.guardrails.run_guardrules(tag="input", guardrules=[high_toxicity_guard], query="Heck ye")
for result in results:
if not result.valid:
print(f"Guardrail '{result.name}' was violated.")
print(f"Violated message: {result.message}")Guardrails stop threats in real-time
Watch SUPERWISE detect and block PII leaks before they ever reach the LLM. See how a patient SSN gets stopped cold.
Related capabilities
As part of SUPERWISE AMP, guardrails work together with other capabilities
SUPERWISE Sentinel
The AI Gateway: guardrails enforced at your network edge
Platform Observability
Track guardrail performance and violation trends
Platform Agent Studio
Build agents with guardrails built in from day one
AI guardrails platform questions
What buyers ask when comparing AI guardrails platforms
An AI guardrails platform enforces policy on AI inputs and outputs at runtime, blocking harmful or non-compliant content before it reaches a user. SUPERWISE evaluates PII, toxicity, topic, and jailbreak policy as part of the AMP control plane.
At runtime. Each request is checked before the response is returned, so a violation is blocked as it happens instead of being found in a later review. The block is logged, so you have the evidence too.
Yes. Alongside built-in checks for PII, toxicity, topic, and jailbreak, you can add custom policy rules for your own restricted topics, brands, and content, and apply them across every model and agent.
Guardrails are the runtime layer of SUPERWISE AMP, the AI governance platform. The same policy that blocks a request produces the audit trail, so enforcement and evidence come from one system.
Questions buyers ask
All questions- Are your AI controls enforced, or just written down?Usually written down.
- What does AI enforcement at runtime actually look like?One point that every AI request passes through on its way to a model, where rules are applied before a response reaches anyone.
- What can and cannot be guaranteed about an AI system?A named deterministic control can permit only defined actions when all relevant traffic and actions cross that control.
Deploy your first guardrail free
Deploy in minutes. Stop your next breach before it happens.