Eight principles for turning a financial company into an AI-native organization
Manuel_SH · reddit · 2026-07-22
A practitioner helping a financial-services company become AI-native proposes eight design principles for the transition.
The list emphasizes reliable context and ownership before agents, queryable company data with permissions, evals and human review loops, measuring current workflows before automating them, making autonomy earned and reversible, defending against prompt injection, keeping deterministic rules deterministic, and defining a canonical source for each important kind of information. The author argues the transformation has to be organizational, not just technical.
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