Building a Privacy-Preserving Hotel Red-Flag System + Docket-Aware Amicus Engine for Sex-Trafficking Victim Advocacy

quick note: this is educational content, not legal advice. double-check local rules and ethics before filing. Executive Summary We’re building a single, secure system that (1) detects trafficking red flags at budget hotels using privacy-preserving signals, (2) continuously gathers legal and online-ad intelligence, and (3) auto-drafts amicus briefs within the 7-day window after a principal brief lands—so attorneys can review, refine, and file on time. Compliance brain: FRAP 29 / FRAP 26 (Courts of Appeals) and Supreme Court Rule 37 timing are coded into a deadline engine to start the…

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