Securing AI from Within

Not all AI risks can be caught by firewalls. Continuously monitor AI behavior, automatically flag policy violations, and neutralize threats in real time — seen or unseen.
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TRUSTED by AI Labs and enterprise AI Leaders
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Big 3 Management
Consulting Firm
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The hidden cost of black-box AI

Today's solutions treat AI as a black box. They pass evaluations and policy checks, but once deployed, AI's misbehaviour is difficult to trace or control.

In production, AI's opacity has real consequences.

Erosion of User Trust

Unpredictable Model Behaviors

Undetected Security Issues

Increased Brand Risk

Making AI observable, trustworthy, secure

Realm Labs's Deep Neural InspectionTM (DNI) makes AI systems transparent, observable, and secure by measuring AI's internal mechanisms to observe, detect and prevent misbehaviours.
Detect Problematic Thoughts
See signals of hallucination, misbehaviour, or policy violations inside the model during inference,  before they surface as bad outputs.
Intervene Before Impact
Take action in real time by blocking, redirecting, or correcting model behavior before it reaches users or downstream systems.
Explain & Audit Decisions
Understand why a model behaved a certain way by inspecting internal decision pathways, enabling explainability, audits, and compliance reviews.
Deploy with Confidence
Move from experimental deployments to production-scale AI with visibility and control that supports governance, reliability, and enterprise trust.
AI interface displaying a user input asking to explain how to bypass security protocols, flagged with a red alert 'Policy Risk Detected,' and risk meters showing concerns for Weapons, Policy Violation, Refusal, Violence, and Profanity.
User input requesting internal employee records triggers detection of policy violation with options to alert, block, re-route, or re-prompt.
Dashboard showing top failure types with RAG Failure, Prompt Injection, and AI Uncertainty, total failures of 4,423 with a 4.17% decrease, and recent high-severity failures listed.
Logos of top cloud providers: AWS, Google Cloud, Azure; top computer vision companies: Imagga, Fireworks AI, Clarifai; top human brand companies: JLL, Gemini, Meta, OpenAI, Replika, Magic Leap; top AI chat assistants: CrewAI, Hugging Face.

‍AI Detection & Response powered by DNITM

Realm Labs brings DNITM in a unified AI Detection & Response platform to observe and secure your AI applications. Built for production environments with low-latency. Deploy on-prem or across AWS, GCP, and Azure.
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See how Realm makes AI observable, controllable, and production-ready.
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