# Introduction

NODO aggregates analysis from multiple AI models to provide validated insights for prediction market trading, monetized through the 402 Protocol.

***

## The Problem

Single AI models have limitations:

* **Biases** from training data
* **Hallucinations** (confident wrong answers)
* **Blind spots** on certain topics
* **No verification** of their claims\\

When trading real money on prediction markets, you need more than one opinion.

***

## The Solution

NODO queries **6 different AI models** in parallel, then aggregates their responses using weighted voting.

```
       Your Market Question
              │
    ┌─────────┼─────────┐
    ▼         ▼         ▼
 Claude    GPT-4    Gemini    ... (6 models)
    │         │         │
    └─────────┼─────────┘
              ▼
      Consensus Engine
              │
              ▼
    Validated Recommendation
       + Confidence Score
       + Dissent Analysis
```

**Why this works:**

* Different models make different mistakes → errors cancel out
* When models agree → higher confidence
* When they disagree → important warning signal

***

## Key Features

### Multi-AI Consensus

6 frontier models analyze independently, then vote. Agreement level calibrates confidence.

### Pay-Per-Use (402 Protocol)

No subscriptions. Pay $0.01-$0.10 per analysis. Lightning Network, USDC, or prepaid balance.

### Multiple Strategies

* **Yield Farming** - Buy high-probability outcomes below $1
* **Delta Neutral** - Exploit logical mispricings between related markets
* **Momentum** - Detect breaking news from price movements

### Real-Time Scanning

Continuous monitoring of Polymarket with instant Telegram alerts.

***

## Pricing

| Tier     | Price | AI Models | Best For            |
| -------- | ----- | --------- | ------------------- |
| Quick    | $0.01 | 1 model   | Fast screening      |
| Standard | $0.05 | 3 models  | Normal analysis     |
| Deep     | $0.10 | 6 models  | Important decisions |

***

## Quick Start

````
# Clone and setup
git clone https://github.com/nodo-ai/nodo
cd nodo
pip install -r requirements.txt

# Configure
export TELEGRAM_BOT_TOKEN="your_token"
export OPENROUTER_API_KEY="your_key"

# Run
python bot/telegram_bot.py
```

See [Self-Hosting Guide](self-hosting.md) for detailed instructions.
````

***

## Documentation

| Section          | Description                  |
| ---------------- | ---------------------------- |
| Concept & Vision | Why multi-AI consensus works |
| Architecture     | System design and components |
| AI Models        | Model selection and voting   |
| 402 Protocol     | Micropayment implementation  |
| Strategies       | Trading strategies explained |
| API Reference    | REST API documentation       |
| Self-Hosting     | Deployment guide             |

***

## How It Works

1. **You submit** a market URL via Telegram or API
2. **Scanner fetches** fresh data from Polymarket
3. **Orchestrator sends** to 6 AI models in parallel
4. **Each model** analyzes and returns action + confidence
5. **Consensus engine** aggregates using weighted voting
6. **You receive** recommendation with confidence score and any dissenting opinions

***

## Example Output

**MARKET ANALYSIS**

Question: Will Bitcoin reach $150K by Dec 2025?
\
Current: YES $0.42 | NO $0.58

**CONSENSUS: SKIP**
\
Confidence: 68% (5/6 models agree)
\
Agreement: 83%

**Reasoning:** Market appears fairly priced given
\
current trajectory. Risk/reward not favorable.

**DISSENT (1 model):**
\
DeepSeek recommends BUY\_YES - "Historical Q4
\
rallies and ETF inflows suggest higher probability"

***

## Why 402  Protocol?

Traditional pricing models don't fit AI APIs:

| Model        | Problem                          |
| ------------ | -------------------------------- |
| Subscription | Pay $50/month, use 3 times       |
| Rate limits  | Hit limits when you need it most |
| Freemium     | Hobbled features until you pay   |

**402 Solution**: Pay exactly for what you use. $0.01 for quick scan, $0.10 for deep analysis. No waste.