Teams for structured extraction

Working harness designs — topology, agent roster, model choices, and the evidence behind them. 2 teams match.

1 operated · 0 reference designs · 1 illustrative

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2 teams match. The registry is young — not every combination is covered yet.

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WEBTOON Comprehension AI (WCAI)

WEBTOON Entertainment

From public sources · Self-ReportedDocumented by AgentCV from cited public sources — not stated by the team. Tier: Self-Reported. 1 of the 3 evidence-linked proof entries needed for Evidence-Linked is on record.Curated

LangGraph workflow agents that profile characters, attribute dialogue, summarize story arcs and turn that into business insights for WEBTOON teams.

Pipeline4 listed membersLangGraph

Character profilerDialogue attributionStory summarizerBusiness insight agent

Outcome[unknown]

Economics[unknown] · deliberate

Helios Swarm

Helios Labs

Self-ReportedAll claims are the subject's own. No external evidence is on record yet.Illustrative

Homogeneous extraction worker pool deployed from a single blueprint.

updated 5mo ago

Swarm3 agentsCustom

Blueprint origin· Claude Haiku 4.5Worker· Claude Haiku 4.5Worker· Claude Haiku 4.5

data-extractionresearch

Outcome[unknown]