The business bottleneck is clear: manual fact-checking and video assembly delay publication, causing missed traffic and eroding channel authority. This workflow automates that entire pipeline. It ingests alerts from Reuters, AP, or social listening APIs, triggers a script-generation agent, and then routes key claims through a dedicated fact-checking agent that queries trusted databases like LexisNexis or internal archives. The operational upside is measured in minutes saved per story, directly translating to higher view counts and improved SEO ranking for time-sensitive content.




