README.md

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title: WITNESS DATA FACTORY
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# WITNESS DATA FACTORY™

**Zero-PHI synthetic clinical text datasets for medical AI training and evaluation.**

Trinity-certified · TAS ≥ 0.97 · 9 clinical domains · Instant delivery

> ⬇ Download a free 1,000-record sample below — or [order production packs instantly](https://witness-data-factory.onrender.com?utm_source=huggingface&utm_medium=orgcard&utm_campaign=enterprise).

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## 🧬 Free 1,000-Record Evaluation Datasets

| Domain | Free Sample | Starter 10K | Production 50K | Enterprise 250K | Factory 1M |
|---|---|---|---|---|---|
| Oncology | [⬇ Download](https://witness-data-factory.onrender.com/free-sample/oncology?utm_source=huggingface&utm_medium=orgcard&utm_campaign=free_1k) | $1,999 | $7,999 | $29,999 | $99,999 |
| Cardiology | [⬇ Download](https://witness-data-factory.onrender.com/free-sample/cardiology?utm_source=huggingface&utm_medium=orgcard&utm_campaign=free_1k) | $1,999 | $7,999 | $29,999 | $99,999 |
| Neurology | [⬇ Download](https://witness-data-factory.onrender.com/free-sample/neurology?utm_source=huggingface&utm_medium=orgcard&utm_campaign=free_1k) | $1,999 | $7,999 | $29,999 | $99,999 |
| Radiology | [⬇ Download](https://witness-data-factory.onrender.com/free-sample/radiology?utm_source=huggingface&utm_medium=orgcard&utm_campaign=free_1k) | $1,999 | $7,999 | $29,999 | $99,999 |
| Endocrinology | [⬇ Download](https://witness-data-factory.onrender.com/free-sample/endocrinology?utm_source=huggingface&utm_medium=orgcard&utm_campaign=free_1k) | $1,999 | $7,999 | $29,999 | $99,999 |
| Pathology | [⬇ Download](https://witness-data-factory.onrender.com/free-sample/pathology?utm_source=huggingface&utm_medium=orgcard&utm_campaign=free_1k) | $1,999 | $7,999 | $29,999 | $99,999 |
| Pharmacology | [⬇ Download](https://witness-data-factory.onrender.com/free-sample/pharmacology?utm_source=huggingface&utm_medium=orgcard&utm_campaign=free_1k) | $1,999 | $7,999 | $29,999 | $99,999 |
| Surgical | [⬇ Download](https://witness-data-factory.onrender.com/free-sample/surgical?utm_source=huggingface&utm_medium=orgcard&utm_campaign=free_1k) | $1,999 | $7,999 | $29,999 | $99,999 |
| Rare Disease | [⬇ Download](https://witness-data-factory.onrender.com/free-sample/rare_disease?utm_source=huggingface&utm_medium=orgcard&utm_campaign=free_1k) | $1,999 | $7,999 | $29,999 | $99,999 |

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## ⚙️ The Trinity QA Gate

Every record passes a 3-model blind consensus pipeline before delivery:

- **Llama 3.3 + Mistral + Qwen 2.5** score each record independently
- Records below **97% agreement** are permanently rejected
- Every batch ships with `qa_certificate.json` + 60-page compliance audit

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## 🔒 Zero-PHI Guarantee

- No real patient EHRs used in generation or training
- Differential-privacy sentinel screens every record
- HIPAA Safe Harbor · GDPR · EU AI Act Article 10 aligned

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## 🛒 Order Production Packs

**[→ Order instantly at witness-data-factory.onrender.com](https://witness-data-factory.onrender.com?utm_source=huggingface&utm_medium=orgcard&utm_campaign=enterprise)**

Enterprise licensing, custom domains, and volume pricing available.  

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## 📄 Documentation & Compliance

Full schema, methodology, and compliance docs:  
**[→ github.com/Hectorlo7/witness-data-public](https://github.com/Hectorlo7/witness-data-public)**