It helps you spend more token, is more expensive, and thus is obviously more AI. Also novelty and more complexity means less scrutiny of the approach.

These are necessary and perfectly sufficient for an investment firm thesis I believe.

If it's a single agent then people will just call it a chatgpt wrapper, can't have that can we

Modularity maybe. Remember, agents are basically workflows that call LLMs in certain nodes.