Content moderation and notice-and-action
The report-review-decision-appeal loop a service uses to handle illegal or rule-breaking posts, uploads, listings, and messages.
What it is
Content moderation is the rules, systems, and human judgment used to keep user content within a service's legal and policy boundaries. Notice-and-action is the intake loop inside it: someone reports an item, the service validates the notice, reviews the content and context, takes or declines action, explains the result where required, and offers the right appeal path.
Reach for a documented process as soon as users can post, upload, sell, message, or review. Define report categories, required evidence, priority and escalation rules, reviewer permissions, decision codes, user notices, appeals, retention, and quality sampling before the first crisis arrives.
Gotcha: a report is an allegation, not a verdict. Automatic removal lets coordinated reporters silence lawful content, while a single undifferentiated queue buries urgent threats among spam. Separate legal notices from policy reports, preserve context, restrict reviewer access, and make every action traceable to a rule and a decision.
Ask AI for it
Build a content moderation and notice-and-action system for the product described below. Create separate intake forms for policy reports, DSA Article 16 illegal-content notices, and DMCA notices under 17 U.S.C. 512. Store the reported URL or object ID, jurisdiction, allegation, evidence, reporter contact, target user, policy version, urgency, reviewer, decision code, explanation, timestamps, and appeal outcome in PostgreSQL. Use row level security to limit sensitive cases, signed Amazon S3 URLs for evidence, and an append-only audit log. Add duplicate detection, emergency escalation, reviewer conflict checks, user notices, appeals, deadline alerts, and quality sampling. Never remove content solely because it received a threshold number of reports.