Which team topology BEST supports AI-native investing without creat…

Question

Which team topology BEST supports AI-native investing without creating a pure ivory-tower research silo?

Accepted Answer

Cross-functional pods pairing PMs, researchers, ML engineers, and data engineers with shared alpha/risk outcomes. — Pods beat ivory towers: PMs + research + ML + data with shared alpha/risk OKRs.

Answer

Isolate all ML engineers from PMs with no shared OKRs.

Answer

Outsource all judgment to vendors with zero internal skill.

Answer

Hire only generic IT support for model validation.

Which team topology BEST supports AI-native investing without creating a pure ivory-tower research silo?

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