Marker Collective

Delve incorporates structured external context into its AI-assisted analysis by organizing publicly available market signals, media coverage, competitor activity, and industry developments within a unified dataset. By applying predefined topics, themes, key messages, and relevance criteria across tracked coverage, the platform provides contextual inputs that inform AI-generated summaries and classifications. This structured external context enables AI outputs—such as summaries, sentiment assessments, and topic classifications—to be generated within a defined analytical framework rather than as standalone interpretations of individual articles.