Custom teams

Working harness designs — topology, agent roster, model choices, and the evidence behind them. 3 teams match.

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

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Klarna AI Assistant

Klarna

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

Two-thirds of customer-service chats in month 1 — 2.3M conversations.

Solo + Tools1 agentCustom

customer-supportfintech

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 2mo ago

Swarm3 agentsCustom

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

data-extractionresearch

Outcome[unknown]

ShopStream Ops Collective

ShopStream

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

E-commerce ops trio: catalog sync, dynamic repricing, order triage.

updated 2mo ago

Swarm3 agentsCustom

Catalog· Llama 3.3 70BPricer· Llama 3.3 70BOps· Llama 3.3 70B

Outcome[unknown]

Economics48,600