# Venturalítica

**The Glass Box for High-Risk AI.**

Venturalítica transforms your Python code into **Legal Evidence**. It automatically maps your technical metrics, data audits, and execution logs to the **EU AI Act (Articles 9-15)** without leaving your local environment.

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## ⚡️ Quickstart in 60 Seconds

Detect bias in your datasets or models with one line of code.

```python
import venturalitica as vl

# 1. Run Audit (Auto-Records Evidence)
results = vl.quickstart('loan')
```

Then, verify the results in the **Glass Box Dashboard**:

```bash
venturalitica ui
```

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## 🛡 Key Features

| Feature | Description |
| :--- | :--- |
| **TraceCollector** | Unified evidence gathering for BOM, metrics, and logs. |
| **Glass Box** | Sequential regulatory mapping (Art 9-15) for total transparency. |
| **Local Sovereignty** | Zero-cloud dependency. All enforcement runs locally. |
| **Bias Detection** | Quantitative fairness audits (Disparate Impact, Class Balance). |
| **Policy as Code** | Define governance rules in standard OSCAL/YAML formats. |
| **Annex IV** | Auto-draft technical documentation from local traces. |

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## 📚 Explore Tutorials

Start with our interactive Jupyter notebooks:

- **[⚡️ Zero-Setup Audit](quickstart.md)** - Run a full compliance scan on any project folder in 2 minutes.
- **[🛠️ Training Workflow](training.md)** - Learn how to audit data before training and verify models post-training.
- **[📊 Regulatory Mapping](compliance-dashboard.md)** - Deep dive into how Venturalítica maps technical evidence to the EU AI Act.

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## ⚙️ Installation

```bash
pip install git+https://github.com/Venturalitica/venturalitica-sdk.git
```

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[Quickstart Guide](quickstart.md) | [Regulatory Map](compliance-dashboard.md) | [API Reference](api.md)

## 🤝 Join the Governance Revolution

Venturalítica is an open-source movement to bring transparency to AI.

*   **Have a specific compliance need?** Check our **[Compliance Gap Roadmap](compliance-gap.md)**.
*   **Found a bug or want to propose a feature?** Open a **[GitHub Issue](https://github.com/venturalitica/venturalitica-sdk/issues/new)**.

© 2026 Venturalítica | Built for Responsible AI
