Fintech 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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AWorld (GAIA MAS)

Ant Group (inclusionAI)

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

Execution + Guard agent pair — GAIA score timeline, latest 67.89 Pass@1.

updated 11mo ago

Supervisor2 agentsAWorld

Execution Agent· Gemini 2.5 ProGuard Agent· Gemini 2.5 Pro

fintechenterprise-ai

Outcome[unknown]

Economics[unknown] · deliberate

Devin @ Nubank (ETL migration)

Cognition

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

Human-orchestrated Devin fleet — 8-12x efficiency on a 6M-LoC migration.

Orchestrator–Worker1 agentDevin

Outcome[unknown]

Economics[unknown] · deliberate

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