Broad public-source coverage
Connect social platforms, official sites, product blogs, public webpages, newsletters, and APIs while continually expanding useful sources.
Turn signals from social platforms, official sites, and the public web into searchable, traceable, reusable intelligence assets.
Raw evidence, analysis, topic timelines, and published outputs are stored separately so teams can verify, revise, and reuse them.
The system combines broader public-signal coverage with a traceable evidence chain from collection and filtering to judgment and publishing.
Connect social platforms, official sites, product blogs, public webpages, newsletters, and APIs while continually expanding useful sources.
Topic relevance, maker actionability, exclusions, deduplication, topic grouping, and human choices retain their processing rationale.
Raw signals, analysis, topic timelines, and publication versions stay separate but connected.
Task status, stage logs, and failure reasons remain visible while outputs retain source links.