Run your business with a team of 12 AI agents. The RRL AI Orchestrator gives you an entire virtual company — CEO, CFO, engineers, designers, marketers, and more — ready to advise, strategize, and help you build.
Try the Live Demo - Explore the dashboard and chat with AI agents (no setup required)
You're a solo founder who needs a CFO's perspective on pricing, a lawyer's eye on contracts, and a marketing team's input on launch strategy — but you can't afford a full team.
You run a small agency and need consistent processes for evaluating projects, managing clients, and coordinating across functions.
You want AI that works together, not just one chatbot. The orchestrator coordinates multiple AI perspectives in meetings, just like a real company.
| Instead of... | You get... |
|---|---|
| $200-500/hr strategic consultant | CEO agent for vision and strategy |
| $150/hr financial advisor | CFO agent for pricing and cash flow |
| $200/hr tech architect | CITO agent for technical decisions |
| Expensive legal review | Legal agent for contract guidance |
| Full dev team salaries | Dev, Design, QA leads for technical perspective |
| Marketing/sales hires | Marketing, Sales, Support agents |
- Chat with the CEO — Have a conversation, and the CEO can update all your agents, settings, and processes on your behalf
- Hold Group Meetings — Get perspectives from multiple agents at once (Executive team, Technical team, or all 12)
- 1:1 Deep Dives — Focus on specific topics with individual agents
┌─────────────────┐
│ ARCHITECT │
│ (You) │
│ Human Overseer │
└────────┬────────┘
│
┌────────────────┼────────────────┐
│ │ │
▼ ▼ ▼
┌─────────┐ ┌───────────┐ ┌───────────┐
│ CEO │ │ 1:1s │ │ Group │
│ Partner │ │ w/Agents │ │ Meetings │
└─────────┘ └───────────┘ └───────────┘
# Clone the repository
git clone https://github.com/imcmurray/RRL.git
cd RRL
# Create and activate a virtual environment (recommended)
python -m venv venv
source venv/bin/activate # On Windows: venv\Scripts\activate
# Install dependencies
pip install -r requirements.txt
# Set your API key
export ANTHROPIC_API_KEY="your-key-here"# One command to start (auto-opens browser)
python start.py
# Or run the setup wizard first
python orchestrator.py setup --launch-webOption 1: Chat with the CEO (Web)
- Go to Agent Portals → CEO → Start Chat
- Tell the CEO what you need: "I want to focus on enterprise clients"
- The CEO proposes changes → You confirm → All agents updated
Option 2: Hold a Group Meeting (Web)
- Go to Agent Portals → Start Group Meeting
- Pick a preset (Executive, Technical, All-Hands) or custom agents
- Type your topic and get perspectives from everyone
Option 3: CLI Meetings (Terminal)
python orchestrator.py ceo-sync # Strategic sync with CEO
python orchestrator.py 1on1 --agent cfo # 1:1 with CFO
python orchestrator.py exec-meeting # Executive team meeting
python orchestrator.py all-hands --topic "Q1 plan" # All 12 agents| Agent | Role | What They Help With |
|---|---|---|
| CEO | Chief Executive | Vision, strategy, major decisions, company direction |
| CFO | Chief Financial | Pricing, cash flow, budgets, financial health |
| CITO | Chief Technology | Technical strategy, architecture, tool decisions |
| Sales | Sales Director | Lead management, deals, partnerships, revenue |
| Legal | Legal Counsel | Contracts, compliance, IP protection |
| Agent | Role | What They Help With |
|---|---|---|
| DevLead | Development Lead | Architecture, code quality, technical debt |
| DesignLead | Design Lead | UI/UX, design systems, accessibility |
| QALead | QA Lead | Testing strategy, quality gates, beta programs |
| Agent | Role | What They Help With |
|---|---|---|
| PM | Project Manager | Timelines, coordination, client communication |
| CustomerSuccess | Customer Success | Client health, retention, post-launch support |
| Marketing | Marketing Director | Growth, campaigns, ASO, brand |
| Support | Support Lead | Tickets, documentation, user issues |
- Agent Portals — Each agent has their own workspace at
/agents/<agent_id> - 1:1 Chat — Real-time conversations with any agent
- Group Meetings — Multi-agent discussions with preset or custom groups
- CEO Management — Let the CEO update settings and coordinate agents for you
- Live Updates — HTMX-powered real-time refresh without page reloads
- Data Management — Ideas, clients, projects, testers, finances all in one place
python orchestrator.py ceo-sync # Strategic sync with CEO
python orchestrator.py 1on1 --agent cfo # 1:1 with any agent
python orchestrator.py exec-meeting # Executive team meeting
python orchestrator.py all-hands --topic "Q1 plan" # All 12 agents
python orchestrator.py interactive # Interactive menuCLI and Web Dashboard share the same data files — changes in one appear instantly in the other.
┌─────────────────┐ ┌──────────────────────┐ ┌─────────────────┐
│ CLI Commands │────▶│ data/*.json files │◀────│ Web Dashboard │
│ orchestrator.py│ │ (shared state) │ │ webapp/app.py │
└─────────────────┘ └──────────────────────┘ └─────────────────┘
For detailed information on how the system works:
- Live Demo — Try the interactive demo (no setup required)
- User Guide — Getting started, use case scenarios, dashboard walkthrough, and common workflows
- Architecture Guide — System architecture, context sharing, agent interaction patterns
- Process Flows — Idea submission, project lifecycle, decision making, operational processes
- Data Management — Ideas, testers, clients, projects, finances, and reports
- Agent Portals — Portal system, feature requests, and agent workspace management
- Demo Site — How to deploy and customize the static demo
PolyForm Noncommercial 1.0.0 — Free for personal use, research, education, and non-profits.
Want to use this in your business? Commercial licenses are available. Contact support@RinseRepeatLabs.com for licensing options.