Guardrails
Blocks prompt injections, PII leaks and jailbreaks inline, before they reach the model.
Secure AI. / Confident Business.
cqrt(ai) turns the LLM "black box" into a transparent, controllable asset — blocking data leaks, prompt injections and regulatory risk inside your own closed network, completely offline.
No transparency, no explanations for why the model answered the way it did.
PII and confidential information walk out through prompts and responses.
Quality silently degrades; the model behaves differently than the day it shipped.
Crafted inputs override instructions, jailbreak safeguards, exfiltrate data.
No audit trail, no evidence — and no defence when the regulator asks.
Six capabilities, one cohesive platform — inline at the gateway, not bolted on afterwards.
Blocks prompt injections, PII leaks and jailbreaks inline, before they reach the model.
Logs every input and output and generates a tamper-evident audit trail.
Shows why the model produced a specific answer — for owners and regulators alike.
Generates PDF/JSON audit reports aligned with ISO 42001 and local frameworks.
Detects model drift, toxicity and over-confidence before they cause harm.
Role-based access control governs who can query the AI, which data they reach, and which actions are permitted.
Security and inference run inside the client's air-gapped network. Each request and response is cryptographically signed — creating an immutable forensic trail from prompt to answer.
Send a prompt into the inline gateway. Malicious inputs are classified, blocked and signed into the log before they ever reach the model — legitimate work passes straight through.
Every verdict — block or pass — is cryptographically signed and written to the immutable audit log.
A pre-configured GPU appliance with cqrt(ai) and a local AI model pre-installed — assembled in the UAE. The all-in-one fit for government and critical-infrastructure deployments.
// Offline · air-gapped · guaranteed data sovereignty
Deployed strictly on-prem inside your network. No internet, no external APIs — absolute data sovereignty.
Guardrails, explainability, deep logging and drift/toxicity monitoring in one cohesive platform.
Security operates independently of the AI layer. Swap, update or fine-tune the LLM without reconfiguring security.
A pre-configured secure GPU appliance with a local model, ready for out-of-the-box deployment.
Real-time filtering and auditing with under 2% performance overhead — security without the slowdown.
Automated PDF/JSON reports aligned with ISO 42001, AI-governance acts and state standards.
Secure AI. / Confident Business.