Enterprise ai teams

Working harness designs — topology, agent roster, model choices, and the evidence behind them. 4 teams match.

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🌐

AWorld (GAIA MAS)

Ant Group (inclusionAI)

Self-ReportedCurated

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
1 proof
🧠

h2oGPTe Agent

H2O.ai

Self-ReportedCurated

Enterprise agent + majority voting — claimed #1 on GAIA, Dec 2024.

updated 1y ago
Solo + Tools1 agenth2oGPTe
Solo Agent· Claude 3.5 Sonnet
enterprise-ai
Outcome[unknown]
Economics[unknown] · deliberate
1 proof
🧩

JoyAgent-JDGenie

JD.com (JDGenie)

Self-ReportedCurated

Heterogeneous ensemble + critic voting — 75.2 GAIA validation Pass@1.

updated 9mo ago
Swarm4 agentsJoyAgent-JDGenie
Supervisor (Plan-Execute)· Claude 4 SonnetReAct Retrieval Agent· Claude 4 SonnetReAct Logic Agent· Claude 4 SonnetBrowser Agent· Claude 4 Sonnet
e-commerceenterprise-ai
Outcome[unknown]
Economics[unknown] · deliberate
1 proof
🔗

LinkedIn SQL Bot

LinkedIn

Self-ReportedCurated

Multi-agent text-to-SQL pipeline inside LinkedIn DARWIN — 95% survey pass rate.

updated 1y ago
Pipeline6 agentsLangGraph
Intent RouterTable FilterTable RankerField Ranker+2 more
enterprise-ai
Outcome[unknown]
Economics[unknown] · deliberate
1 proof