OpenClaw Plugin: Enterprise AI Orchestrator is a sophisticated middleware platform designed to seamlessly integrate, manage, and orchestrate multiple AI agents (like OpenAI's GPT models and Anthropic's Claude) across enterprise communication channels. Think of it as the air traffic control tower for your organization's artificial intelligence, directing conversational flows, managing context, and ensuring the right AI capability is deployed at the precise moment of need within tools like Slack, Microsoft Teams, and Discord.
This plugin extends the OpenClaw framework, transforming it from a simple bot handler into a dynamic AI Agent Orchestration Layer. It intelligently routes queries, maintains stateful conversations across different AIs, and provides a unified administrative interface, all while offering enterprise-grade security and scalability.
Primary Use Case: Enable large organizations to deploy a team of specialized AI agents (e.g., a coding expert, a legal analyst, a creative writer) through a single, manageable interface within their existing chat platforms.
- Dynamic Agent Routing: Automatically parses user intent and routes queries to the most suitable AI model (GPT-4, Claude 3, etc.) or a custom fine-tuned agent based on topic, complexity, and required specialization.
- Conversation State Management: Maintains coherent, stateful dialogues even when a conversation is handed off between different AI agents, preserving context and user intent.
- Multi-Agent Collaboration: Enables configured agents to consult with one another on complex queries, synthesizing a final, comprehensive response.
- Granular Permission Matrix: Define which users, groups, or channels can invoke specific agents or capabilities.
- Audit Trail Logging: Full, immutable logs of all AI interactions, including the agent used, prompts, and responses for compliance and review.
- Data Loss Prevention (DLP) Hooks: Integrate with existing DLP solutions to scan and redact sensitive information from both prompts and AI responses before they leave your environment.
- Multi-Platform Connector: Native, high-fidelity integration with Slack, Microsoft Teams, Discord, and Mattermost. A single orchestration layer powers bots across all platforms.
- Responsive Web Dashboard: A sleek, real-time administrative web UI for monitoring agent health, conversation streams, system metrics, and configuring complex workflows.
- RESTful API Gateway: Expose orchestration capabilities to other internal systems, allowing CRM, ERP, or custom software to leverage the AI agent network programmatically.
- Multilingual Context Awareness: Agents understand and respond in the user's language, and can translate context when handing off between agents with different language optimizations.
- Performance-Based Load Balancing: Distributes queries across multiple API keys or instances of the same model to manage rate limits and optimize costs.
- Graceful Degradation & Fallback: If a primary agent or model is unavailable, the system intelligently falls back to a secondary option without dropping the user's session.
- Scheduled Agent Tasks: Configure agents to perform scheduled, autonomous tasks (e.g., "Generate a weekly summary report every Friday at 9 AM").
graph TB
subgraph "External Platforms"
Slack[Slack Workspace]
Teams[MS Teams Tenant]
Discord[Discord Server]
end
subgraph "OpenClaw Core"
OC[OpenClaw Framework]
end
subgraph "Orchestrator Plugin"
GW[API Gateway & Router]
OM[Orchestration Engine]
CM[Context Manager]
LB[Load Balancer]
end
subgraph "AI Agent Pool"
A1[GPT-4 Agent]
A2[Claude-3 Agent]
A3[Custom Fine-Tuned Agent]
A4[Code Specialist Agent]
end
subgraph "Support Services"
DB[(Encrypted<br/>Conversation DB)]
Cache[(Redis Cache)]
Audit[Audit Log Service]
end
Slack & Teams & Discord --> OC
OC --> GW
GW --> OM
OM --> CM
OM --> LB
CM -.-> DB
LB --> A1 & A2 & A3 & A4
A1 & A2 & A3 & A4 --> Audit
OM -.-> Cache
style OrchestratorPlugin fill:#e1f5fe
style AIAgentPool fill:#f3e5f5
- A running instance of OpenClaw Core (v2.1+).
- API keys for your intended AI services (e.g., OpenAI, Anthropic).
- Node.js 18+ and npm.
-
Download the Plugin Package:
-
Extract and Install:
# Navigate to your OpenClaw plugins directory cd /path/to/openclaw/plugins # Extract the downloaded package unzip openclaw-plugin-enterprise-orchestrator.zip # Install plugin dependencies cd openclaw-plugin-enterprise-orchestrator npm install --production
-
Configure the Plugin: Copy the example configuration file and modify it with your details.
{
"orchestrator": {
"name": "Corporate AI Brain",
"version": "2.0",
"webDashboard": {
"enabled": true,
"port": 8081,
"authentication": "jwt"
}
},
"agents": [
{
"id": "agent_gpt4_analyst",
"name": "Data Analyst GPT",
"type": "openai",
"model": "gpt-4-turbo-preview",
"apiKeyEnvVar": "OPENAI_KEY_ANALYTICS",
"specialties": ["data_interpretation", "report_writing", "trend_analysis"],
"rateLimit": {"rpm": 100, "tpm": 40000}
},
{
"id": "agent_claude_legal",
"name": "Legal Reviewer Claude",
"type": "anthropic",
"model": "claude-3-opus-20240229",
"apiKeyEnvVar": "ANTHROPIC_KEY_LEGAL",
"specialties": ["contract_review", "compliance", "risk_assessment"],
"contextWindow": 200000
}
],
"routingRules": [
{
"condition": "queryContains: ['legal', 'compliance', 'contract', 'nda']",
"targetAgentId": "agent_claude_legal",
"priority": 1
},
{
"condition": "queryContains: ['chart', 'analyze', 'statistics', 'report']",
"targetAgentId": "agent_gpt4_analyst",
"priority": 2
}
],
"integrations": {
"slack": {"enabled": true, "signingSecretEnvVar": "SLACK_SIGNING_SECRET"},
"teams": {"enabled": true, "appIdEnvVar": "TEAMS_APP_ID"},
"discord": {"enabled": false}
},
"security": {
"allowedUserGroups": ["engineering@corp.com", "legal-team@corp.com"],
"requireMention": true,
"auditLogPath": "/var/log/openclaw/audit.log"
}
}# Start the OpenClaw core with the orchestrator plugin enabled
$ openclaw start --profile orchestrator
[2026-03-15 10:00:00] INFO: OpenClaw Core initialized.
[2026-03-15 10:00:01] INFO: Loading plugin: Enterprise AI Orchestrator v2.0.0
[2026-03-15 10:00:02] INFO: Web Dashboard available at: https://localhost:8081
[2026-03-15 10:00:03] INFO: Registered 4 AI Agents into the pool.
[2026-03-15 10:00:03] INFO: ✅ Orchestrator ready. Listening on Slack, Teams.
# Sample interaction flow as seen in logs:
[2026-03-15 10:05:17] ROUTING: User 'alice@corp.com' in Slack channel #product asked: "Can you analyze the Q3 sales chart and draft a summary for the legal team?"
[2026-03-15 10:05:17] ROUTING: Condition matched 'chart' & 'analyze' -> Routing to 'agent_gpt4_analyst'.
[2026-03-15 10:05:19] AGENT: 'agent_gpt4_analyst' generated analysis (tokens: 450).
[2026-03-15 10:05:19] ROUTING: Response contains legal context. Initiating handoff to 'agent_claude_legal' for compliance review.
[2026-03-15 10:05:22] AGENT: 'agent_claude_legal' reviewed and approved summary.
[2026-03-15 10:05:22] RESPONSE: Final synthesized response sent to Slack channel #product.| Operating System | Version | Status | Notes |
|---|---|---|---|
| 🐧 Linux | Ubuntu 20.04 LTS+ | ✅ Fully Supported | Primary deployment target. |
| 🍏 macOS | Monterey (12) + | ✅ Fully Supported | Ideal for development. |
| 🪟 Windows | Windows 10/11 | ✅ Supported (via WSL2) | Requires Windows Subsystem for Linux v2. |
| 🐳 Docker | Engine 20.10+ | ✅ Fully Supported | Official image available. |
| ☸️ Kubernetes | 1.24+ | ✅ Beta Support | Helm chart included. |
This enterprise AI orchestration solution enables scalable multi-agent AI deployment within corporate chat environments. It simplifies large language model (LLM) management, provides secure AI chatbot integration for Slack and Teams, and establishes a governed AI agent framework. Organizations benefit from automated conversational AI routing, cost-optimized API usage, and a centralized AI operations dashboard, ensuring responsible and efficient enterprise AI utilization.
Copyright (c) 2026 OpenClaw Contributors.
This project is licensed under the MIT License. This permissive license allows for broad reuse, modification, and distribution in both open-source and proprietary projects, with minimal restrictions.
See the LICENSE file in the repository for the full license text.
OpenClaw Plugin: Enterprise AI Orchestrator is a powerful middleware tool. Users are solely responsible for:
- AI Output: The content generated by the underlying AI models (OpenAI, Anthropic, etc.) is not guaranteed for accuracy, legality, or appropriateness. Always implement human review for critical decisions.
- API Costs: This orchestrator can generate significant API calls to paid services. Configure rate limits and budgets carefully.
- Data Security: While the plugin includes security features, ultimate data protection depends on your configuration, network security, and the policies of the connected AI providers. Do not process highly sensitive personal data without thorough legal and technical review.
- Compliance: Ensure your use of this tool and the integrated AI services complies with all applicable laws, regulations, and internal corporate policies (e.g., GDPR, CCPA, internal data handling rules).
The developers of this plugin assume no liability for any damages, costs, or legal issues arising from its use.
Ready to deploy your enterprise AI command center?
Next Steps: After downloading, refer to the comprehensive SETUP_GUIDE.md included in the package for detailed instructions on configuration, agent setup, and platform integration.