Trend Finder monitors Twitter/X accounts and websites for posts and releases, then processes the collected content through Together AI to identify emerging trends, product launches, and news. When significant patterns are detected, it sends Slack or Discord notifications with trend context. The system runs on scheduled cron jobs and is aimed at marketing teams who need to respond quickly to industry shifts.