Catch agents
going rogue.
The runtime security layer for every AI workflow you run. Trappr stops prompt injection, keeps your sensitive data out of third-party LLMs, and catches tampering the second it happens — across n8n, Make, Dify, LangChain, and beyond.
AI agents are a new attack
surface nobody's watching.
Prompt injection is invisible
Attackers manipulate your agent's system prompt mid-run. You find out from customers, not your stack.
Workflow tampering goes undetected
Someone adds a rogue node, changes a connection, or swaps your LLM provider. Your automation just… runs it.
Sensitive data leaks to LLMs
PII, internal terms, and API keys get sent verbatim to third-party models. No log. No mask. No trail.
Deploy in minutes.
Protect forever.
Connect your platform
Link your n8n, Make, Dify, or custom workflow. Trappr fingerprints every node, every connection, every prompt.
Trappr sets the tripwires
Invisible canary tokens are embedded in your agent's system prompt. If anyone extracts and replays it, the trap fires.
Monitor in real time
Every workflow scan compares live state against your baseline. Hash mismatch = instant alert. Changed node, added tool, modified prompt — caught.
DLP masks secrets automatically
Before any message reaches the LLM, Trappr strips and replaces sensitive terms, PII, and custom keywords. The model gets masked tokens. Your data stays yours.
Everything you need.
Nothing you don't.
Canary tokens
Invisible tripwires in system prompts. Fire the moment someone extracts and replays your prompt.
Tamper detection
Baseline + live hash comparison on every node, edge, and parameter. Red node = something changed.
DLP masking
Dictionary + regex rules mask sensitive data before it hits the LLM. Unmasks the response before returning.
Real-time alerts
Slack, email, or webhook alerts the moment something goes wrong. No polling. No delay.
AI gateway
Route LLM traffic through Trappr. Log every request, cost, latency, and DLP event in one place.
Multi-platform
n8n, Make, Dify, LangChain, Flowise, Zapier, custom agents. One dashboard for all of them.
Agent vault
Every agent gets a fingerprint, a canary token, and a scoped API key — managed and rotatable.
Execution tracking
Full lifecycle tracking of every workflow run — who, what, when, how long, and what it cost.
See it catch a tamper
in real time.
Workflow tampering detected
A new CODE node was inserted between the response LLM and reply. Baseline hash a7f1… does not match live hash 9c2b…. Session quarantined pending review.
See Trappr in action.
We'll walk you through it.
Leave your details and we'll reach out within 24 hours to schedule a personalised demo — tailored to your stack and use case.
Book a demo
Built for teams running
AI at scale.
- 1 workspace connection
- 3 monitored workflows
- 100 gateway requests / mo
- Canary tokens
- Community support
- Unlimited workspace connections
- Unlimited monitored workflows
- 500,000 gateway requests / mo
- DLP masking + custom dictionaries
- Slack, email & webhook alerts
- Multi-seat (up to 25 users)
- Audit logs & execution history
- Priority support · 24hr SLA
- Everything in Business
- Unlimited gateway requests
- Unlimited seats
- SSO / SAML
- On-prem or private cloud
- Custom retention & compliance
- Dedicated security review
- White-glove onboarding · named contact
Your AI agents need
a bodyguard.
Set up in under 5 minutes. No agents to install. No SDK required.