Agent Orchestration

All research › Enterprise Agent Architecture

How orchestration of enterprise agent systems should be designed. Where language-model-driven orchestration fails, the five canonical patterns, and the deterministic-first discipline required when agents touch financial systems.

Papers

Listed in reading order.

01 Where Agent Orchestration Breaks Why language models should not orchestrate multi-discipline enterprise workflows, and the four-layer architectural split that does.
02 The Five Orchestration Patterns The five distinct orchestration patterns for agent systems, the four-axis framework for selecting among them, and the industry's two default mistakes.
03 Enterprise Agents in Financial Systems Why business agents that touch money have to be deterministic-first: rules verify what they can, the model judges only the gaps, and risk rating is an architectural property.