QuilrAI
Platform

The QuilrAI Platform

From the moment an agent is discovered to every runtime call it makes, QuilrAI controls what it can do and blocks what it can't. Design time and runtime, in one platform.

What We CoverHow It WorksArchitectureTry It

Full Lifecycle Coverage

Design Time + Runtime

Most tools cover one or the other. QuilrAI covers both, automatically.

01

Design Time

before it runs
  • AI-SPM DiscoveryScan endpoints, browsers, MCP chains, find every agent and shadow AI
  • AI-BOM & InventoryBill of Materials per agent: tools, permissions, data flows, risk posture
  • Guardian Agent SetupOne sentence → full governance, permissions, redaction, scope, policies
  • Compliance MappingSOC 2, HIPAA, GDPR, automatically mapped from your AI asset inventory
  • Red Team ProvisioningDedicated Red Team Agent assigned to every Guardian before it goes live
02

Runtime

every call, always
  • LLM + MCP GatewayEvery prompt and tool call passes through QuilrAI, ~40ms overhead
  • Identity & AuthUser → agent → task chain verified on every single request
  • Guardian EnforcementPurpose alignment, scope, PII redaction, enforced inline
  • Block, Allow, ModifyDecisions made in <40ms, agent only sees the safe result
  • Continuous Red TeamingRed Team Agent attacks 24/7, same vector never works twice
<40ms
End-to-end latency
24/7
Autonomous red teaming
0
Same attack vector twice
How It Works, End to End

Six stages. Fully autonomous.

Every AI interaction governed, from discovery to continuous hardening.

Discover
Posture & Compliance
Create Guardian
Five Planes
Protect at Runtime
Harden Continuously
Stage 1

Discover Every Agent

QuilrAI scans endpoints, gateways, browsers, cloud APIs, and embedded enterprise AI. You see every agent running in your org, before you start protecting anything.

quilrai: discovery-agent

Live Inventory

0

Agents Found

0

Cloud / Embedded AI

0

Browser AI

DETECTION METHODS

Endpoint agent (macOS + Windows)
LLM / MCP Gateway registration
Browser extension (Chrome + Edge)
Cloud API scanning (AWS/Azure/GCP)
Enterprise app connectors (Salesforce, ServiceNow)
Stage 2

Know Your AI Risk Posture

For every agent found, QuilrAI generates a full AI-BOM, tools, permissions, data flows, and compliance gaps, before a single request is governed.

quilrai: posture-agent

Compliance Coverage Matrix

Awaiting BOM analysis…

Stage 3

One Sentence to Full Governance

For every discovered agent, Guardian is created automatically. Watch it build.

Guardian Setup

One Sentence to Full Governance

Watch Guardian analyze an agent, configure permissions, assess risk, and deploy full runtime protection, automatically.

GUARDIAN SETUP
UNDERSTAND
CONFIGURE
ASSESS
DEPLOY
JIRA Ticket Catcher
Waiting for purpose statement...
GUARDIAN OUTPUT

Waiting to build…

No YAML · No rules · One sentence → full governance~30 seconds to deploy
Try it yourself in the Experience Center
Stage 4

Five Enforcement Planes

QuilrAI governs every surface where AI operates, from browsers to cloud APIs to embedded enterprise AI.

Browser Plane

Covers: ChatGPT · Gemini · Claude.ai · Perplexity

Intercepts

Copy-paste detectionSession monitoringData egress controlPrompt injection

Live Example

User pasting customer PII into ChatGPT → intercepted, redacted before send
5
planes
150+
tools governed
<40ms
per call
Stage 5

Protect at Runtime

Every tool call intercepted. Evaluated in <40ms. The agent only sees the result, never the raw credentials or PII.

AGENT
JIRA Ticket Catcher
Summarize SPRINT-47 and post to #engineering
GUARDIAN

Waiting for tool call…

Stage 6

Every Guardian Gets Attacked. Continuously.

A dedicated Red Team Agent probes the Guardian 24/7. Every gap found → Guardian self-updates. Same vector never works twice.

quilrai: red-team-agent

0

Attacks launched

0

Blocked by Guardian

0

Patterns hardened

24/7/365

Autonomous · no humans

0

Same vector works twice

Unified AI Security Architecture

The Architecture

Every AI interaction orbits the Decision Engine. Detected, decided, defended in real time.

GitHubConfluenceSlackJiraWebDatabases
MCP WebSearchMCP GitHubMCP JiraMCP SlackMCP DB
Quilr MCP Gateway
Tool scope enforcementAuth mediationDynamic Tool CallingAudit log
ClaudeGPT-4oGeminiLlamaMistral
Quilr LLM Gateway
Identity & authGuardrailsPrompt inspectionRoutingToken saving
App UI(e.g. DomusAI, your product)
End User 1End User 2End User 3 (7000+)
Quilr Engine

Policy evaluation · Guardian Agent · Red Teaming · SPM · AI-BOM

Integrates with

Zscaler ZIA
URL filtering · DLP policy sync
IDP (Entra ID)
Identity · JWT · JWKS · SSO
Cyera
Data classification · DSPM
Any Security Tool
SIEM · CASB · SOAR via API

Inside QuilrAI

What happens in 38ms

Every request passes through six checkpoints before it reaches a model or tool. Here's exactly what happens, and what a block looks like.

1
Request Received
0ms
2
Identity Resolved
3ms
3
Content Classified
9ms
4
Guardian Check
19ms
5
Decision
26ms
6
Routed & Executed
38ms
38ms
Total end-to-end
6
Checkpoints every call
0
Requests skip the queue
Experience Center

Experience QuilrAI in Action

See how QuilrAI protects every AI surface, from coding agents and enterprise copilots to self-hosted models and custom-built AI apps.

quilrai: claude-code-—-coding-agent
LIVE

Initializing scenario…

Scenario: Agentic Coding · Claude Code — Coding Agent

Learn more about Agentic Coding

4

Solutions Protected

<50ms

Decision Latency

90%+

Auto-Resolved

0

Business Disruption

Simulated scenarios. Guardian Agent operates inline with zero latency impact

Get Started

See the platform in action

30-minute walkthrough. Every agent discovered. Guardian Agents created automatically. Live in minutes.

Get a DemoDeveloper Docs

No commitment required · Free AI risk assessment · Live in minutes