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OrgX turns goals, decisions, artifacts, and tool context into a durable execution loop. You can start from Mission Control, an MCP client, ChatGPT where remote MCP is available, Cursor/Claude, or the OpenClaw plugin; agents then work through the IWMT hierarchy and stop at human approval checkpoints before important writes.

Questions This Page Answers

  • What happens from task intake to shipped artifact?
  • Which agent domains are used in routing?
  • Where does human approval fit?
  • Why this architecture is safer than autonomous black-box execution?
  • Which integrations are live today vs planned?

The Big Picture

How Agents Work

1

Task Enters the System

A task arrives from a connected tool, you create an initiative, or you ask an agent to do something via Mission Control, ChatGPT with remote MCP enabled, Cursor, Claude, or the OpenClaw plugin.
2

Agent Selection

OrgX analyzes the task and selects the best agent(s)—Engineering, Product, Marketing, Sales, Design, or Operations—with the Orchestrator coordinating cross-domain dependencies.
3

Agent Executes

The selected agent works on the task, reading from your connected tools and generating artifacts (specs, PRs, campaigns, reports).
4

Decision Checkpoint

Before shipping anything, the agent surfaces a decision for your approval with full context and reasoning.
5

You Approve

You review the decision in Mission Control, an MCP client, ChatGPT where remote MCP is enabled, Cursor, or OpenClaw. Approve to ship, reject with feedback, or edit before approving.
6

Artifact Ships

Approved work becomes a verified artifact—a PR gets opened, a campaign gets scheduled, a spec gets published.

Access Surfaces

OrgX works wherever you work:

Mission Control

Full web dashboard with Next Up scored queue, Slices Plane IWMT hierarchy view, live agent dashboard, and red-dot control plane for proactive health monitoring.

OpenClaw Plugin

Browser-native OrgX dashboard with 60-second pairing, automatic MCP config, and live decision triage. Set up OpenClaw

ChatGPT / Remote MCP

Conversational interface for approvals, bulk decisions, and organizational memory queries in accounts and workspaces where custom remote MCP connectors are available.

Cursor/Claude

IDE integration via MCP for developer workflows and agent-assisted coding.

Integration Flow

When you connect a tool like Linear or GitHub, here’s what happens:

What Gets Synced

ToolOrgX ReadsOrgX Writes
LinearProjects, issues, labels, statesComments, new issues, state changes
GitHubRepos, branches, PRsNew PRs, comments
SlackPlannedPlanned notifications and approvals

Data & Privacy

OrgX stores your organizational data (initiatives, decisions, artifacts) in a secure, encrypted database. Integration tokens are stored with column-level encryption.
Agents only access tools you’ve explicitly connected via OAuth. Each integration requests specific scopes—you can see exactly what’s being requested during setup.
Yes, anytime via Settings → Integrations. This immediately revokes OrgX’s access.

Real-Time Updates

OrgX keeps you informed as agents work:
  • Progress streams: See agents thinking and working in real-time
  • Decision notifications: Get alerted when agents need your input
  • Sync status: Know when integrations are connected and healthy
Current production connectors center on Linear, GitHub beta, Stripe billing, and MCP/OpenClaw access surfaces. Slack, Notion, HubSpot, Figma, and Mailchimp are roadmap items or selected-runtime stubs, not generally available native integrations.

Key Concepts

IWMT Hierarchy

OrgX organizes work using the IWMT hierarchy — Initiative, Workstream, Milestone, Task. This structure enables automatic cascade execution:
LevelWhat It Is
InitiativeA high-level goal (e.g., “Q1 Product Launch”)
WorkstreamA parallel execution track within an initiative
MilestoneA checkpoint or deadline within the initiative timeline
TaskAn individual unit of work assigned to an agent
When a task completes, the next queued task in the workstream auto-starts. When all tasks in a milestone complete, the milestone auto-closes. Cross-workstream dependencies resolve automatically through DAG resolution.

Core Entities

ConceptWhat It Is
AgentA specialized AI worker (Engineering, Product, Marketing, Sales, Design, Operations, Orchestrator)
DecisionA checkpoint where agents need your approval
ArtifactA verified output (spec, PR, campaign, report)

Intelligence Flywheel

The flywheel connects agent execution to measurable outcomes, building trust over time:
  • Value Ledger: Every action generates a receipt tracking cost and attributed value
  • Trust Levels: Agents earn trust per capability (read_onlydraftact_with_approvalautonomous)
  • Autonomous Sessions: Budget-bounded overnight execution with morning brief review
  • Org Learnings: Agents share discoveries across the org for continuous improvement

Next Steps

Agents

Learn about each agent type and their capabilities.

Decisions

Understand the approval workflow.