Org Blueprint
AI-024AI agentDataP0 · CriticalCovered by Vera

Daily Topic Synthesis & Ranking Agent

Synthesises and ranks the daily topic queue per cohort. Aggregates outputs from AI-020 / 021 / 022 / 023, weights by AI-028 engagement feedback, and feeds AI-025. This is the agent strategic acquirers will benchmark against their own internal systems.

Live Ops

Due-diligence relevance

AI-024 is the agent buyers will benchmark against their own. For Meta, Google, and ByteDance this agent is the closest analogue to their own daily ranking systems — and the most heavily scrutinised component of any strategic-acquisition diligence. Clean architecture here is a material valuation lever; messy architecture is a deal-killer.

Responsibilities

  • Daily topic synthesis across cohorts
  • Ranking and weighting per cohort
  • Anomaly flagging for human (R-100) review
  • Coordination with cultural validators (R-101) on borderline content

Inputs

  • · Cohort definitions (AI-019)
  • · Social signal (AI-020)
  • · News crawl (AI-021)
  • · Video signal (AI-022)
  • · Image signal (AI-023)
  • · Engagement feedback (AI-028)

Outputs

  • · Daily ranked topic queue per cohort
  • · Anomaly flags

Qualifications

  • —

KPIs

Cohort topic coverageTopic novelty scoreHuman-override rate

Interfaces

AI-019Cohort Definition AgentAI-020Social Listening AgentAI-021News Crawl AgentAI-022Video Content Acquisition AgentAI-023Image Content Acquisition AgentAI-025Feed Generation AgentAI-028Engagement Feedback AgentR-100Head of Audience IntelligenceR-101Cultural Validators