Stop the unsafe response before it ships.
Detect and enforce at the model level. Block, re-route, or re-prompt before the user sees it.
Author policies in plain English.
Write the policy the way your security team explains it. OmniGuard compiles plain-English intent into runtime enforcement. No DSL. No template wrangling. No re-training.
The only platform that detects and enforces at the model level.
BLOCK PROMPT INJECTIONS
Direct and indirect. Catches what pattern-matching gateways miss. See the response forming. Stop it before commit.
PROTECT YOUR BRAND
Stop the response that names a competitor, swears at a customer, or trashes your own company. In flight, before it reaches the user.
PREVENT DATA LEAKAGE
Sensitive data exfiltration, PII spillage, and unauthorized disclosures, blocked at the model layer rather than the gateway.
The failure modes that put you on the front page.
Prompt injections & jailbreaks
Brand damage & harmful content
Sensitive data leakage
Bias amplification & unauthorized advice
Detected and enforced at the model interior, not at the input or output string.
How OmniGuard enforces.
OmniGuard deploys through an AI gateway. Detection happens in-line, not after the fact.
Inspect. Decide. Enforce.
INSPECT
Deep Neural Inspection reads the model's hidden states during inference. Sees the response forming, before commit.
DECIDE
Classifies intent against your policy taxonomy. Bring your own hazard categories, regulatory definitions, red-team test sets.
ENFORCE
Block, re-route, or re-prompt. The user gets the right answer or no answer, never the unsafe one.
Sits in front of every model.
OmniGuard intercepts at the gateway layer, in front of OpenAI, Anthropic, Gemini, and self-hosted models. No model swap. No prompt rewrite. The same instance protects every model your team uses.
- In
- prompt, tool calls, session metadata.
- Out
- allowed, blocked, or rewritten response, plus structured signal to your SIEM.
- Deployment
- SaaS, VPC, or fully on-prem.
Frequently asked.
What is the enforcement latency?
Under 50 ms at p95 for the detection decision. Enforcement adds the re-route or re-prompt time only if a block is triggered, which is the exception, not the norm.
What does OmniGuard catch that a content-moderation API does not?
Indirect prompt injections, multi-turn manipulation, brand damage, competition praise, and intent-level signal. Content-moderation APIs match patterns on the response string. OmniGuard reads what the model was about to do.
How does OmniGuard handle false positives?
Policy thresholds are tunable. Every decision produces a confidence score and a reason code. False positives are never silent.
Can I bring my own policies?
Yes. Bring your hazard categories, your regulatory definitions, and your red-team test sets. OmniGuard enforces them without retraining.
How is this different from a guardrail library like NeMo Guardrails or Llama Guard?
Those are gateway-layer pattern matchers. OmniGuard sees the model's internal state at inference time. It catches what surface-level filters cannot see and enforces with intent-level fidelity.
Built for enterprise AI.
Realm Labs easily integrates into your AI applications, agentic frameworks, and AI gateways, supporting enterprise AI infrastructure without requiring any changes.
SELF-HOST OR AIR-GAP
Run Realm in your VPC, in your on-prem cluster, or fully air-gapped. No data leaves your boundary, ever.
EVERY MODEL. EVERY FRAMEWORK.
OpenAI, Anthropic, Gemini, self-hosted Llama, Mistral, Phi. LangChain, LlamaIndex, AutoGen, CrewAI, Semantic Kernel.
YOUR POLICIES, YOUR TAXONOMIES.
Bring your own hazard categories, regulatory definitions, and red-team test sets. Realm enforces them.
PURPOSE-BUILT FOR PRODUCTION.
Not a re-skinned LLM-as-judge. Not a pattern-matching gateway. Realm's detection layer was built from scratch for sub-100ms enforcement at production scale.
ENGINEER-TO-ENGINEER SUPPORT.
Direct Slack with the team that built it. No tier-1 ticket queue.
Compatible with modern AI and cloud infrastructure
Stop the response that costs you the brand.
30-minute working demo. Bring your hardest prompt injection.