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 immediately begins monitoring every node, every connection, every prompt.
Trappr activates protection
Protection activates silently across your agent estate the moment Trappr is connected. Any integrity violation surfaces as an actionable incident — not a log line.
Monitor in real time
Every workflow is continuously monitored against its approved baseline. Any deviation — added node, changed connection, modified prompt — triggers an instant alert.
DLP masks secrets automatically
Sensitive data, PII, and custom-defined terms are protected before they ever reach the model. Your data never leaves your perimeter.
Everything you need.
Nothing you don't.
Canary tokens
Precision detection that activates the instant prompt integrity is compromised — before any damage can propagate downstream.
Tamper detection
Continuous integrity verification across every component of your workflow. Any deviation from the approved state is flagged and quarantined immediately.
DLP masking
Sensitive data is protected before it reaches any model — with full response handling to keep your workflows transparent end-to-end.
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 unique identity, integrity monitoring, and a scoped API key — all managed and rotatable from a single console.
Execution tracking
Full lifecycle tracking of every workflow run — who, what, when, how long, and what it cost.
The Trappr AI
Control Plane
Visibility Plane
Single dashboard across every framework — one pane of glass for the entire agent estate.
Complete inventory of every known and discovered agent, human-owned or machine-owned.
Deep observability into agent reasoning, tool calls, and memory access.
Every agent action logged, timestamped, and signed — regulator-ready by default.
Control Plane
Hardware-bound TPM/HSM identity issued to every agent — a passport, not a password.
Policy-enforced validation before every execution. Deviations from charter are blocked before they run.
Distinguishes legitimate model drift from adversarial injection in real time.
Per-agent, per-workflow governance rules expressed as enforceable policy.
Enforcement Plane
Periodic integrity queries during live execution — behavioural UEBA for agents.
Just-in-time permission provisioning with automatic revocation.
Contain, sandbox, or terminate anomalous agents — detection with teeth.
Every capability consumable as an API — security embedded where agents are built.
Capabilities you
can switch on
Trappr Certify
Hardware-bound identity attestation with pre-execution policy validation. No certificate, no execution — the trust anchor for everything else.
Pre-Runtime Certification · Priority patent filingTrappr Discover
Finds every unsanctioned agent, copilot, and automation running in your environment — then brings it into the registry and under policy.
Shadow AI DiscoveryPackaged for the
way you operate
Regulated Agent Governance
Deploy agents in banking and financial services without failing the audit. Policy packs aligned to RBI expectations, DPDP, and internal risk frameworks.
- Pre-approved agent charters with enforced boundaries
- Immutable audit trails mapped to regulatory evidence
- Segregation of duties for agent-initiated transactions
Shadow AI Governance
Discover, register, and govern every unsanctioned agent in the estate — turning invisible risk into a managed inventory in weeks, not quarters.
- Estate-wide discovery and registry onboarding
- Risk-tiered policy rollout by agent criticality
- Executive dashboard for agent posture reporting
Cyber Insurance Readiness
Demonstrable agent security posture that underwriters can price. Continuous evidence of control replaces annual questionnaires.
- Auditable certification status for every agent
- Behavioural incident history with enforcement records
- Posture reports formatted for underwriting review
Secure Agent Delivery for SIs
A white-glove security layer that SI partners embed into every agentic transformation they deliver — sold with the project, governed for its life.
- Partner-deployable reference architecture
- Multi-tenant console for managed clients
- Co-branded compliance reporting for end customers
AI Supply Chain Assurance
Trust verification for everything your agents depend on — MCP servers, tool integrations, model endpoints, and package dependencies.
- MCP server integrity scanning before connection
- Tool invocation guardrails at runtime
- Continuous validation of third-party agent components
Agentic Threat Detection
Extend UEBA discipline to the non-human workforce. Memory poisoning, injection, and drift surfaced in the SIEM your analysts already live in.
- Native output to Splunk, Sentinel, QRadar, Elastic
- SOAR playbook triggers for automated containment
- Behavioural baselines per agent, not per rule
Expertise alongside
the platform
Agentic Security Assessment
A structured audit of your current agent estate — inventory, exposure mapping, charter gaps, and a prioritised remediation roadmap.
Trappr Academy — Training & Certification
Role-based programmes for SOC analysts, architects, and developers, leading to the Certified Agentic Security Practitioner credential.
Deployment & Integration
Platform rollout, SIEM/SOAR wiring, policy design, and framework onboarding — from pilot cohort to estate-wide governance.
Agentic Red Teaming
Controlled adversarial exercises against your agents — prompt injection, memory poisoning, and supply chain simulation with evidence-grade reporting.
Managed ABAC
Trappr's team operates your agent security around the clock — behavioural monitoring, triage, and enforcement as a managed service.
Compliance & Governance Advisory
Advisory for boards and risk committees on agent governance frameworks, aligned to RBI guidance, DPDP, and the EU AI Act.
See Trappr detect a live
security incident.
Workflow tampering detected
An unauthorised CODE node was inserted between the response LLM and reply. Workflow integrity verification failed — current state does not match the approved baseline. 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
Your agents are already
running. Bring them
under control.
Companies contact us to get started. We scope, deploy, and govern your agent estate together — no self-serve, no surprises.
Zero-trust for every
agent you deploy.
Talk to us about your agent estate. We'll show you what Trappr finds in your environment — and what it takes to govern it.