Dashboard Overview
Qoris OS control plane
RuntimeActive
KnoxEnforcing
MemoryEnabled
AuditActive
Workers live
12
Pending approvals
3
QORIS OS
The operating system for governed AI workers
Deploy AI workers, run dedicated worker containers, or connect external agents to Qoris — Memory, Knox governance, tools, and audit — all from one control plane.
Not a chatbot. Not a wrapper. Qoris is the infrastructure layer for running AI work safely in production.
Full AI Workforce Infrastructure
Everything an AI worker needs to run real work
Most AI tools help teams create agents. Qoris OS is built for what happens after that. Workers need memory. They need tools. They need runtime environments. They need policies. They need approvals. They need audit trails. And they need to work across the systems companies already use. Qoris OS brings those pieces together into one governed execution layer for AI workers.
Workers
Deploy business-ready AI workers for sales, support, operations, compliance, reporting, and customer workflows.
Harness
Coordinate multi-agent workflows using default and custom subagents inside each worker.
Memory
Give workers fast recall and verified long-term memory without turning every interaction into untrusted truth.
Knox
Govern actions before execution with policies, approvals, blocking, and decision traces.
Tools / MCP
Connect workers to CRMs, calendars, email, helpdesks, internal APIs, MCP servers, and business systems.
Audit
Record every action, memory update, tool call, approval, and Knox decision in a unified system of record.
Deployment Modes
Run AI workers your way
Qoris supports hosted workers, dedicated worker containers, and external agent stacks — so teams can start fast without giving up control.
Deploy Qoris Workers
Start with pre-built or custom AI workers inside Qoris OS. Ideal for teams that want guided deployment, governed workflows, and fast time to value.
Best for
Sales follow-up, support resolution, reporting, customer intake, compliance monitoring.
Run Worker Containers
Launch dedicated worker runtimes with Memory, Knox, tools, and audit built in. Use Qoris-managed infrastructure or customer-owned environments.
Best for
Enterprise deployments, regulated workflows, BYO model strategies, private cloud.
Connect External Agents
Bring Qoris Memory and Knox to the agents you already use — including Claude, MCP clients, custom agents, and external runtimes.
Best for
Teams already building agents who need governed memory, policy checks, and auditability.
AI Workers
Deploy workers around business outcomes, not prompts
Qoris workers are not generic chatbots. Each worker is a business capability with a goal, workflow, tools, memory behavior, approval points, and audit expectations. A Sales Follow-Up Worker knows how to qualify leads, draft follow-ups, schedule meetings, update CRM, and request approval before external actions. A Compliance Monitor knows how to review high-risk actions, retrieve policy context, flag violations, and log decisions. Each worker is powered by Harness, governed by Knox, and backed by Qoris Memory.
Sales Follow-Up Worker
Qualifies leads, drafts follow-ups, schedules meetings, and updates CRM with governed execution.
Support Resolution Worker
Resolves customer issues using approved knowledge, customer history, escalation rules, and approval controls.
Compliance Monitor
Reviews actions, flags risk, applies policy, and creates auditable compliance decisions.
Company Copilot
Answers internal questions from approved knowledge and governed memory across your workspace.
Harness Orchestration
Every worker runs like a coordinated agent team
Behind each Qoris worker is Harness — the orchestration layer that coordinates subagents, skills, tools, memory, approvals, and execution. A worker can use default subagents like Planner, Researcher, and Executor. Teams can also create custom subagents for specialized roles. The visible worker is the business capability. Harness coordinates the team underneath.
Worker receives task
↓Planner breaks down the workflow
↓Researcher retrieves memory, knowledge, tools
↓Executor prepares the action
↓Knox checks before execution
↓Audit records the trail
This gives teams the simplicity of deploying a worker with the flexibility of multi-agent orchestration underneath.
Qoris Memory
Memory that separates recall from truth
AI workers need memory, but not every past interaction should become trusted truth. Qoris Memory combines fast semantic recall with verified long-term memory.
Fast Recall
Vector-based semantic recall for recent context, similar cases, conversations, runs, tickets, and workflow traces.
Use for
Find relevant context quickly.
Canonical Memory
Verified long-term memory for approved facts, customer preferences, workflow rules, decisions, SOPs, and durable business context.
Use for
Store what the business accepts as true.
Qoris organizes memory by customers, accounts, workflows, rooms, timelines, entities, and permissions — helping workers retrieve the right context without leaking sensitive information.
Knox Governance
Every governed action checked before it executes
AI workers become valuable when they can act. They become enterprise-ready when those actions are governed. Knox sits in the execution path and checks actions before they happen.
Knox Governs
External emailsCRM updatesTool callsMemory reads and writesRefunds and creditsCalendar bookingsPolicy-sensitive answersBrowser / computer actionsExternal agent actions
Action attempted → Knox Decision
✓ Allowed⏸ Review✗ Blocked
Audit proves what happened. Knox decides what is allowed to happen.
Tools / MCP
Give workers safe access to real systems
Qoris workers can connect to the systems teams already use. Every tool call can be checked by Knox, scoped by permissions, and recorded in Audit.
CRM
Read contacts, draft notes, propose updates, route approvals before records change.
Draft messages safely and require approval before external sends.
Calendar
Check availability, propose meetings, create events under policy.
Helpdesk
Review tickets, draft replies, escalate issues, update support workflows.
MCP Servers
Expose internal tools to workers and external agents with governed access.
Auditability
Trace every action, decision, memory update, and tool call
Qoris records the full trail of AI work. When a team asks what happened, Qoris can show the run, the context used, the policy applied, who approved it, what tool was called, and what changed.
01:42:10Worker run started
02:42:13Memory pulled
03:42:16Knowledge retrieved
04:42:19Tool permission checked
05:42:22Knox decision recorded
06:42:25Approval requested
07:42:28Action executed
08:42:31Memory update proposed
09:42:34Audit receipt written
Not Another Agent Tool
Qoris is built for AI work in production
Generic agent builders
Help teams create agents, but leave memory, approvals, runtime, governance, and audit as separate problems.
Qoris OS
Combines workers, Harness, Memory, Knox, tools, and audit into one governed system.
Chat-based assistants
Help users ask questions but don't become governed business workers across tools and workflows.
Qoris Workers
Deploy as governed business capabilities — not chat interfaces.
Workflow automation tools
Automate steps but weren't built for autonomous workers that reason, remember, use tools, and require policy checks.
Qoris Harness
Built for persistent workers that coordinate subagents, manage memory, and operate 24/7.
Qoris is not where agents chat. Qoris is where AI work is deployed, governed, executed, and recorded.
Qoris OSRun AI workers with memory,
Run AI workers with memory,
tools, governance, and audit built in
Start with Qoris Workers, deploy dedicated worker containers, or connect the agents you already use.
Qoris OS gives teams a governed foundation for AI workers in production.