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.

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🧬 Free 1,000-Record Evaluation Datasets

Domain	Free Sample	Starter 10K	Production 50K	Enterprise 250K	Factory 1M
Oncology	⬇ Download	$1,999	$7,999	$29,999	$99,999
Cardiology	⬇ Download	$1,999	$7,999	$29,999	$99,999
Neurology	⬇ Download	$1,999	$7,999	$29,999	$99,999
Radiology	⬇ Download	$1,999	$7,999	$29,999	$99,999
Endocrinology	⬇ Download	$1,999	$7,999	$29,999	$99,999
Pathology	⬇ Download	$1,999	$7,999	$29,999	$99,999
Pharmacology	⬇ Download	$1,999	$7,999	$29,999	$99,999
Surgical	⬇ Download	$1,999	$7,999	$29,999	$99,999
Rare Disease	⬇ Download	$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

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