QuilrAI

The Security Reasoning Engine for the Agentic Enterprise.

AI has changed how your business operates. Employees use AI assistants and productivity tools every day. Developers run coding agents that autonomously read codebases, access secrets, and call external APIs. Your engineering teams are building AI-powered products with LLM APIs and MCP-connected agent workflows. And your existing security stack - DLP, CASB, EDR - was built before any of this existed.

QuilrAI is the platform built for this new reality.

One platform. Four enforcement planes. One reasoning engine. QuilrAI governs AI across every surface where it operates in your enterprise:

Browser - Inline governance of every AI assistant and AI SaaS session. Sensitive data detected and controlled before it reaches the model.

Endpoint - Kernel-level governance of coding agents. File access, shell commands, external API calls - all governed in real time.

LLM Gateway - Every API call to leading LLM providers inspected inline. Prompt injection, jailbreak, and data leakage stopped before the model sees them.

MCP Gateway - Every agent-to-tool connection via Model Context Protocol verified, scoped, and governed. Unverified servers blocked. Tool response poisoning detected. All four planes share a single Context Graph and a single Decision Engine - so every decision is informed by who the user is, what their role is, what they normally do, and what the agent was scoped to do.

The Decision Engine - AI security that reasons, not just matches At the core of QuilrAI is a proprietary 3-billion parameter reasoning model trained on 1.3 billion interactions. Unlike legacy DLP tools that match patterns against rules, QuilrAIs Decision Engine evaluates identity, context, intent, content, and behavior simultaneously - in under 30 milliseconds.

The result: under 1% false positive rate versus the 85%+ industry average. Security that actually works without drowning your team in noise.

Non-Human Identity (NHID) - built for the agentic world Every AI agent in your environment gets a cryptographic Non-Human Identity token - scoped to its user, its task, and its approved permissions. QuilrAI tracks delegation chains (human to agent to sub-agent), enforces just-in-time privilege, and auto-revokes on behavioral deviation. For the first time, your security team has a complete audit trail of not just what humans did, but what agents did on their behalf.

AI-SPM - continuous AI posture management QuilrAI continuously discovers, assesses, and scores your AI posture across every surface. Shadow AI tools found automatically. Policy drift detected before it becomes a breach. Compliance evidence - mapped to SOC 2, HIPAA, PCI, ISO 27001 - collected automatically.

Built for regulated industries QuilrAI is deployed across healthcare, financial services, BPO, telecom, and enterprise software. The platform is fully customer-hosted - no data leaves your environment. The Context Graph is built from your own IDP, HRM, CRM, and agent activity data. Models run in your cloud or on-premise.

Proven at enterprise scale with customers in the Fortune 500 healthcare systems, global telecoms, and financial institutions. 80% demo-to-close win rate Procurement to production in 48 hours

Why QuilrAI through the Cloud Marketplace Purchasing QuilrAI through your cloud marketplace lets you draw down against your existing cloud committed spend (EDP), streamline procurement with a single vendor relationship, and deploy with the infrastructure you already run. No new procurement process. No new vendor risk review. Just faster time to value.