# NVEIL

> AI-powered data processing and visualization platform. Upload your data, describe what you need — NVEIL's deterministic AI pipeline handles the full stack: cleaning, transformation, analysis, and interactive visualization. From raw data to actionable insights in seconds. No code.

## About

NVEIL is a deeptech data science platform — available as a managed cloud (app.nveil.com) and as a self-hostable open-source edition (AGPL-3.0, on GitHub) — covering the complete data pipeline from ingestion and cleaning through statistical analysis, feature engineering, and production-ready interactive visualizations. Unlike standard LLMs, NVEIL uses Choregraph™, an open-source deterministic engine built on Kedro, ensuring auditable, reproducible results with zero hallucinations.

- Founded in Grenoble, France
- Spun out of CNRS/UGA public research
- Full-stack data science: cleaning, joining, aggregation, resampling, pivoting, geocoding, time-series analysis, feature engineering, and visualization
- Supports CSV, Excel, JSON, XML, DICOM, MHD, TXT and more
- 2D charts, 3D visualizations, geospatial maps, volume rendering, medical imaging
- No coding or data science skills required

## Links

- [Homepage](https://www.nveil.com/)
- [Try NVEIL AI (managed cloud)](https://app.nveil.com)
- [Source code (GitHub, AGPL-3.0)](https://github.com/nveil-ai/nveil)
- [Documentation](https://docs.nveil.com)
- [News & Articles](https://www.nveil.com/news/)
- [Team](https://www.nveil.com/team/)
- [Our Values](https://www.nveil.com/our-values/)
- [Careers](https://www.nveil.com/jobs/)
- [User Feedback](https://feedback.nveil.com)

## French Version

- [Accueil](https://www.nveil.com/fr/)
- [Actualités](https://www.nveil.com/fr/actualites/)
- [Équipe](https://www.nveil.com/fr/equipe/)
- [Nos valeurs](https://www.nveil.com/fr/nos-valeurs/)

## Social

- [LinkedIn](https://www.linkedin.com/company/nveil/)
- [YouTube](https://www.youtube.com/@NVEIL-AI)
- [Discord](https://discord.gg/3KdDwzT7rt)

## Contact

- Email: info@nveil.com
- Address: C/O SATT Linksium, 31 rue Gustave Eiffel, 38100 Grenoble, France

## Markdown Access

All articles are available as raw markdown by appending `.md` to the slug URL:
- HTML: `https://www.nveil.com/article-slug/`
- Markdown: `https://www.nveil.com/article-slug.md`

## Key Differentiators

1. **Full-Stack Data Science**: Not just visualization — NVEIL handles the entire pipeline from raw data ingestion through cleaning, transformation, statistical analysis, and final rendering
2. **Deterministic AI**: All computation is delegated to Choregraph™, an open-source engine — no probabilistic guesses, fully auditable results
3. **No Code**: Intuitive natural-language interface, no Python/R required
4. **Speed**: Seconds from raw data to interactive insights
5. **Privacy**: User data is never used to train models; deletable on demand
6. **GDPR Compliant**: Hosted in France, full data sovereignty
7. **Open Source & Self-Hostable**: A self-hostable open-source edition is available on GitHub under AGPL-3.0, alongside the managed freemium cloud — run NVEIL on your own infrastructure with complete control over your data