Field notes

Compliance-aware AI for regulated workflows.

Field notes on regulated work — real estate compliance, legal ops, financial investigations, and applied AI. From Emily Clark, Compliance Analyst and founder of ParClark Tech Solutions.

Field Notes by Emily Clark

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Legal Ops · Contracts

NDA triage for non-lawyers: a 60-second GREEN/YELLOW/RED framework

The five-question scan that classifies any incoming NDA before you sign it, the four traps hidden in "standard mutual" templates (perpetual confidentiality, asymmetric mutuality, stripped residuals, buried non-circumvention), and what to actually do at each triage level.

Real Estate Compliance · License Risk

Personal-interest disclosure: the real estate form most agents are filling out wrong

What "personal interest" actually means under state real estate commission rules and NAR Article 4, the four mistakes that turn a routine disclosure into a license-defense matter, and a five-question pre-listing checklist you can run in under 30 seconds.

Real Estate Compliance · Fair Housing

Fair-housing language in real estate listings: the words that get agents in trouble

The protected-class categories under the Fair Housing Act, the Ragin "ordinary reader" standard the courts actually apply, and a six-category phrase-by-phrase replacement playbook for listing copy. Plus the "cozy" problem most agents don't realize they have.

More field notes coming

New posts every other week on real estate compliance, legal ops, financial investigations, and applied AI for regulated workflows. Subscribe via RSS or follow the Substack (link coming).