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.

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What We Cover

Design time + runtime

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

01

Design Time

before it runs

  • AI-SPM Discovery

    Scan endpoints, browsers, and MCP chains. Find every agent and shadow AI.

  • AI-BOM & Inventory

    Bill of Materials per agent: tools, permissions, data flows, risk posture.

  • Guardian Agent Setup

    One sentence becomes full governance: permissions, redaction, scope, policies.

  • Compliance Mapping

    SOC 2, HIPAA, GDPR, automatically mapped from your AI asset inventory.

  • Red Team Provisioning

    A dedicated Red Team Agent assigned to every Guardian before it goes live.

02

Runtime

every call, always

  • LLM + MCP Gateway

    Every prompt and tool call passes through QuilrAI, with ~40ms overhead.

  • Identity & Auth

    User → agent → task chain verified on every single request.

  • Guardian Enforcement

    Purpose alignment, scope, and PII redaction, enforced inline.

  • Block, Allow, Modify

    Decisions made in under 50ms. The agent only sees the safe result.

  • Continuous Red Teaming

    The Red Team Agent attacks 24/7. The same vector never works twice.

One platform across every AI surface

Employee AI use

Copilots, chat assistants, and browser AI your teams already rely on every day.

AI you build

Agents and products built on the LLM and MCP Gateways, including self-hosted and open-source models.

Embedded AI

AI shipped inside your SaaS stack, like Salesforce and Zendesk, governed through connectors.

Agentic coding

Claude Code, Cursor, and Copilot on developer machines, discovered and governed by the Endpoint Agent.

Runtime enforcement
<50ms
Runtime enforcement
Autonomous red teaming
24/7
Autonomous red teaming
Same attack vector twice
0
Same attack vector twice
How It Works

Every agent gets a Guardian

QuilrAI creates an autonomous security agent for each AI agent it protects, and keeps it hardened for as long as the agent runs. Six stages, fully automated.

  1. 01

    Discover

    Full inventory

    Find every agent, model connection, MCP server, and copilot across endpoints and cloud — including the ones nobody told security about.

  2. 02

    Understand

    <1% false positives

    The Guardian reads each agent's purpose, asks clarifying questions, and maps the data it touches before writing a single rule.

  3. 03

    Guard

    1 Guardian per agent

    Every agent gets a dedicated Guardian enforcing least-privilege permissions on each tool call it makes.

  4. 04

    Red Team

    Continuous, 24/7

    A dedicated Red Team Agent attacks each Guardian with prompt injection, privilege escalation, and exfiltration attempts — before and after go-live.

  5. 05

    Protect

    <50ms enforcement

    Violations are blocked mid-chain at runtime, before the request ever reaches your data.

  6. 06

    Coach

    Guidance, not friction

    Instead of silently blocking, Guardians explain the decision and steer users and agents toward the safe path.

Architecture

Every AI interaction passes through the Decision Engine

Detected, decided, defended in real time. One layered path from your data sources to your models, with QuilrAI in the middle of every call.

Data sources & tools

GitHubJiraSlackConfluenceDatabasesWeb

MCP Gateway

Tool scope enforcement · Auth mediation · Audit log

Decision Engine

<50ms per decision

Guardian Agents

Policy evaluation · least privilege

Red Team Agents

24/7 adversarial hardening

LLM Gateway

Identity & auth · Guardrails · Prompt inspection · Routing

Models — 200+ LLMs

ClaudeGPTGeminiLlamaSelf-hosted
guardian · payments-summary-agent

task “Summarize open payment issues and post owners to Slack”

  • jira.search_issues

    read · project=PAYMENTS

    allowedwithin declared scope

  • github.list_commits

    read · repo: payments-api

  • customers_db.query

    SELECT email FROM users

  • slack.post_message

    write · #eng-payments

policy guardian/payments-bot · v12decision latency 38ms

Integrates with

IdP

Entra ID · JWT · JWKS · SSO

SIEM / SOAR / CASB

Every decision logged · events via API

DSPM / DLP

Data classification · policy sync

AI-SPM

Your AI attack surface, always current

Posture management runs continuously alongside enforcement, so the inventory never goes stale.

Continuous inventory

A real-time AI-BOM for every agent: the tools it can call, the permissions it holds, and the data flows it touches.

Risk posture & compliance

Permissions mapped and policy drift detected continuously, aligned to SOC 2, HIPAA, NIST AI RMF, and PCI-DSS.

Shadow AI detection

The Endpoint Agent scans developer machines, browser extensions, and cloud APIs to surface the AI nobody told security about.

See the platform in action

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

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