QORIS

Connect everything.Govern everything.

Qoris isn't a walled garden. Knox, Memory, and Audit work on the agent stack you already have — LangChain, CrewAI, AutoGen, Claude, MCP clients, custom runtimes — and on the business systems your teams already use.

Book a DemoSee the Connection Map

Use Qoris as the full AI OS — or add governed memory and execution control to the stack you already run.

Your AI stack is not going to be one-size-fits-all.

Enterprises are already running agents across different models, frameworks, plugins, and internal systems. Some teams standardize on Claude. Some build on LangChain or CrewAI. Some run MCP clients. Some need agents inside Slack, Teams, CRM, or internal applications.

Qoris is built for that reality. Instead of forcing every agent into one interface, Qoris provides the shared memory, governance, tool control, and audit layer across the stack — wherever the agent actually runs.

Qoris is not a walled garden. It's the control layer for AI workers wherever they run.

One control layer. Three connection paths. Every action governed.

Whatever you connect — an agent framework, a business system, or a custom runtime — every action passes through the same Memory, Knox, and Audit layer before it touches anything real.

Sources

Agent Frameworks

ClaudeLangChainCrewAIAutoGenMCP ClientsCustom Agents

Business Systems

SalesforceHubSpotGmailSlackZendeskStripeGoogle DriveNotion

Runtimes

Worker ContainersExternal RuntimesInternal APIs

MCP / API

Qoris Control Layer

Memory

Scoped recall + canonical truth

Knox

Pre-execution policy checks

Tools

Governed tool access

Audit

Full traceable record

Every connection — agent, system, or runtime — passes through the same control layer.

Use the full OS, integrate the primitives, or run dedicated containers.

Teams adopt Qoris on three paths — depending on where they are in their AI journey, what they've already built, and what they need to govern.

Full Qoris OS

Deploy and operate AI workers directly inside Qoris OS with Harness orchestration, Memory, Knox, tools, channels, and Audit built in.

Best for:
Teams building a governed AI workforce from scratch.
Start with:
A worker template.

Modular Infrastructure

Connect external agents to Qoris Memory, Knox checks, tool governance, and Audit without moving the workflow into Qoris.

Best for:
Teams already running Claude, LangChain, CrewAI, AutoGen, or custom agents.
Start with:
Memory or Knox over MCP.

Dedicated Containers

Run dedicated worker containers in isolated or customer-owned infrastructure with full Qoris control plane attached.

Best for:
Regulated industries, BYOC deployments, and security-sensitive environments.
Start with:
A Worker Container.

Connect workers to the systems where work already happens.

Qoris workers connect to CRMs, email, calendars, helpdesks, billing, ecommerce, document stores, analytics, internal APIs, and MCP servers. Every connection is scoped, governed, and audited.

  • CRM

    • Salesforce
    • HubSpot
    • Pipedrive
    • Custom CRM

  • Email & Messaging

    • Gmail
    • Outlook
    • Slack
    • Microsoft Teams

  • Calendar

    • Google Calendar
    • Outlook Calendar

  • Helpdesk & Support

    • Zendesk
    • Intercom
    • Help Scout
    • Freshdesk

  • Ecommerce

    • Shopify
    • WooCommerce
    • Custom Storefronts

  • Billing & Finance

    • Stripe
    • QuickBooks
    • NetSuite

  • Documents & Knowledge

    • Google Drive
    • SharePoint
    • Notion
    • Confluence

  • Agent Frameworks

    • Claude
    • LangChain
    • CrewAI
    • AutoGen
    • MCP Clients

  • Internal APIs & MCP

    • Custom MCP servers
    • Internal REST
    • Customer-built connectors

Don't see your stack? Qoris ships an MCP server template and a connector SDK — most custom integrations stand up in a day.

Every connection inherits the same control layer.

A connection isn't just data movement. Every action initiated by a connected agent — a CRM update, an email send, a memory write, a refund, a deploy — passes through the same Knox checks and lands in the same audit log as actions from native Qoris workers.

That means an external Claude agent reading customer memory is scope-checked the same way a native Qoris worker is. A LangChain agent sending an external email goes through the same approval queue. There is no “external agent” loophole — because the enforcement happens at the action, not at the agent.

Memory

  • Scoped recall for external agents
  • Memory proposals from any source
  • Same merge/rollback flow as native

Knox

  • Same policy engine for every agent
  • Approval routing regardless of source
  • Cannot be bypassed by connection type

Audit

  • Every action traceable to its source
  • Identity tracking across runtimes
  • Same retention as native actions

There is no “external agent” loophole. Enforcement happens at the action.

How a connected agent actually runs.

Two real flows showing how Memory, Knox, and Audit operate when the agent isn't native to Qoris.

Claude + Qoris Memory

Claude reads canonical memory for an internal question

  1. 1

    Claude receives internal question

  2. 2

    Qoris checks memory permissions

    KNOX · scope check
  3. 3

    Claude retrieves canonical memory

  4. 4

    Claude drafts answer with source context

  5. 5

    Knox checks if answer exposes restricted data

    KNOX · channel check
  6. 6

    Audit records the request and response

    AUDIT · evt_...

LangChain Agent + Knox

External agent attempts a CRM update

  1. 1

    LangChain agent prepares CRM update

  2. 2

    Action sent to Knox for evaluation

    KNOX · policy match
  3. 3

    Knox identifies CRM write as approval-required

  4. 4

    Manager approves in queue

  5. 5

    CRM update executes

  6. 6

    Audit records full trail

    AUDIT · evt_...

Same enforcement. Same audit. Different starting agent.

Qoris is part of the open infrastructure layer for enterprise AI.

Qoris is a Claude Partner Network member and a member of the NVIDIA Inception Program, and publishes skills to ClawHub. Memory and Knox connect over MCP — the open standard for agent-to-tool integration — so teams aren't locked into one vendor's stack.

  • Claude Partner Network member

    Qoris Memory and Knox integrate natively with Claude — Qoris is a Claude Partner Network member.

  • NVIDIA Inception Program

    Member of NVIDIA's program for AI startups — infrastructure validated for production AI workloads.

  • ClawHub

    Qoris publishes Memory and Knox skills to ClawHub — the open registry for governed agent capabilities.

Patent pending — U.S. 63/907,730

Connect Qoris to the agents and systems already doing work.

Use Qoris as the AI OS, or bring Qoris Memory, Knox, tools, and Audit to the stack you already run.

Book a DemoExplore Qoris OS

MCP-native · Claude Partner Network member · NVIDIA Inception · Patent pending