Governed before AI is connected, not after.
Two financial platforms can both claim to use AI, and one of them can mean that an AI feature was retrofitted onto an existing stack, while the other means that the controls system was designed for AI workflows from the start. The second pattern is what we mean by an AI-enabled financial platform.
In the second pattern, the use-case register exists before the first model is connected; the acceptable-use policy exists before the first prompt is written; the vendor due diligence is documented before the first API call. The work of governing AI is in front of the work of using AI, not behind it. The difference is structural rather than cosmetic.