Most AI briefs jump straight to polished output. Industry Brief Generator adds a candidate-first workflow for Codex: define industry, market, focus topics, exclusions, and use case; generate 20 sourced candidate topics; choose 8; then create the final brief, poster-style summary, and channel-ready copy. It also includes no-fabrication and low-information fallback rules.