BWS-Data-Solutions/Anonymized-Maid-Service-V1-Preview

🧹 BWS Maid_Pro: Compliance-Native Multimodal Tokens (V1)

🛡️ Engineering Evaluation Sandbox (Active 7-Day Access)

• Technical Ingestion Portal: s3://createphotos (Whitelisted buckets only)
• Secure Evaluation Link: Download 11_Maid_Service_30_Enterprise_POC.zip
• Direct Manifest Auditor: BWS Forensic Manifest Repository
• Procurement: All assets are 2026 US CLEAR Act compliant. Access is granted to whitelisted engineering nodes only. Forward your AWS Account ID to info@brettwilliams.org for permanent production whitelist access.

BWS Maid_Pro is a highly specialized, rights-cleared operational photography archive engineered for commercial foundation vision models, uniform realism alignment, and spatial segmentation fine-tuning.

Defusing the Historical Contract Bottleneck: Captured prior to 2022—before modern AI foundation models existed—this archive utilizes a strict Total Face Neutralization process. This provides your engineering and legal teams with an airtight hedge—completely stripping away biometric landmark vectors, Right of Publicity exposures, and CCPA/GDPR personal data liabilities, while preserving rich environmental context and uncompressed uniform textures.

📐 The Core S3 Bucket Architecture

We utilize a concrete three-tier cloud storage architecture for immediate pipeline integration:

• 1. Preview Node (s3://createphotos): Staged with the evaluation zip package containing 50 active token pairs and metadata manifests.
• 2. Secured Engine (s3://bws-delivery-payloads-2026): Staged with production-grade service industry RAW assets, block-buffered forensic track files, and master parquet manifests.
• 3. Delivery Pipeline (s3://master-sales): Folders 01–18 designed for custom enterprise drops via time-limited 7-day presigned whitelist links.

⚖️ Legal Architecture & Risk De-Risking

• Federal Regulatory Alignment: Fully optimized to satisfy the 2026 US CLEAR Act reporting mandates and state-level disclosure rules (AB 2013). Delivered with automated, block-buffered SHA-256 forensic tracking logs.
• Absolute Chain of Title: 100% proprietary, creator-owned source captures. Absolute copyright authority is held under 17 U.S.C. § 106 (US Copyright Reg: VA 2-196-154). Zero scraped or gray-market data.

💎 Commercial Pricing & Procurement

We operate on transparent, high-velocity enterprise pricing to accelerate your model training cycles. To request a formal Statement of Work (SOW), trigger a validation invoice, or whitelist your engineering team's AWS Account ID for secure cross-account bucket access, contact our procurement node:

info@brettwilliams.org (Please include your organization name, intended service-industry/VLM use case, and requested deployment scale).

🚀 Quick Start Evaluation

from datasets import load_dataset

dataset = load_dataset("BWS-Data-Solutions/Anonymized-Maid-Service-V1-Preview")

# View a service industry token sample
example = dataset["train"][0]
example["image"].show()