Why generic AI is not enough

Generic AI can make public information easier to access. It does not inherently know the firm’s approved position, its own-fund data, the client relationship or the user’s permissions.

For asset management Distribution, those distinctions are not edge cases. They determine whether an answer is relevant, attributable and safe to use. A fluent response without that grounding can increase speed while weakening trust.

The advantage comes from connecting AI to the firm’s proprietary investment intelligence within a governance framework, not from treating the model itself as the source of expertise.