As enterprise AI adoption accelerates, so does the need for robust governance and real-time risk mitigation. That’s why Gartner introduced the AI TRiSM (Trust, Risk, and Security Management) framework alongside the concept of Guardian Agents to secure autonomous AI operations.
At Tumeryk, we’ve operationalized this vision.
Tumeryk’s Alignment with Gartner’s TRiSM Pillars
| TRiSM Pillar | Tumeryk Capability | What We Deliver |
|---|---|---|
| Governance | AI Trust Score™ | Pre-eployment risk scoring across 9 dimensions including Prompt Injection, Hallucination, and Sensitive Data Disclosure |
| Runtime Inspection | AI Firewall + Trust Controller | Auto-blocks unsafe outputs, detects jailbreaks, and stops agent drift in real-time |
| Security & Compliance | Policy Enforcement Engine | Dynamic content moderation and redaction to meet regulatory and enterprise standards |
| Lifecycle Risk Management | Continuous Monitoring | Observes AI agent behavior post-deployment for emergent threats or compliance violations |
Guardian Agent Capabilities Delivered by Tumeryk
| Gartner Guardian Agent Role | Tumeryk Tumeryk Module | Key Function |
|---|---|---|
| Reviewer (pre-deployment) | AI Trust Score™ | Audits LLM/agent models and generates risk documentation |
| Sentinel (monitoring) | Trust Controller | Flags drift, RAG poisoning, and alignment violations |
| Operative (runtime enforcement) | AI Firewall | Stops unsafe inputs/outputs and triggers remediation automatically |
Tumeryk in Action: Use Case Snapshots
- Prompt Injection via RAG: Blocked + redacted in real time
- Agent Drift on Financial Tasks: AI Firewall stops action + logs Trust Score update
- PHI Leaked by LLM: Sensitive data automatically redacted
- Jailbreak Attempt: Blocked and traced with audit trail
Why Tumeryk?
We’re platform-agnostic, plug-and-play with OpenAI, Anthropic, HuggingFace, CrewAI, and more. Our AI Trust Controller works as a Sentinel and Operative, enabling full-stack runtime enforcement without vendor lock-in.
Let’s Make AI Safe, Together.
Join us in bringing Guardian Agent capabilities to life through Tumeryk’s real-time AI security platform. Ready to start your pilot?
