Author

Qi-Yang Huang

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#artificial intelligence Preprint Oct 2026

AgentOrch: How Close Can Global Orchestration Come to Step-by-Step Interaction?

AgentOrch is introduced, a benchmark that directly compares global orchestration with step-by-step interaction on 650 enterprise SOPs and 3,220 runtime variants under matched tools, environments, and evaluation, and offers a promising path toward enterprise agents that deliver higher accuracy with fewer LLM calls.

Zi-Jie Liu, Qi-Yang Huang, Jinhao Duan et al. · 0 citations