README.md

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title: BWS Data Solutions
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emoji: 🚀
short_description: CLEAR Act 2026 Compliant Human-Subject Photography Assets**
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# BWS Data Solutions

**Enterprise Provider of 534,651+ CLEAR Act 2026 Compliant Human-Subject Photography Assets**

High-quality, **creator-owned** studio and lifestyle photography optimized for **VLM, Diffusion Models, and Multimodal AI Training**.

### Why Choose BWS?
- ✅ 100% Proprietary — Zero third-party scraping  
- ✅ Full Chain of Title & Forensic MD5 Hashes  
- ✅ CLEAR Act 2026 Ready (detailed manifests provided)  
- ✅ Rich, localized metadata for ethnicity, garments, lighting & context  
- ✅ Professional studio quality (RAW + JPEG)

**Proof of Concept (POC) Packs**  
**$500** for 25–100 curated images (48-hour delivery via USDC/USDT)

### Important Links
- **Full Forensic Manifests** → [GitHub Repository](https://github.com/bwphotography-arch/BWS-Forensic-Manifests-2026)
- **Python Loader Example** included in GitHub
- **All POC Datasets** → [View Datasets](https://huggingface.co/BWS-Data-Solutions/datasets)

**Contact**  
- Email: info@brettwilliams.org  
- WeChat: **Createphotos99**  
- Phone: (213) 924-3428

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