Building trading agents you can actually audit — every order passes a mandate check, a risk guard, and a human before it reaches the market.
LLM agents are good at generating plausible trades and bad at refusing bad ones. Aegis re-derives or re-observes every claim a model makes about a trade before an order can reach the broker, and refuses anything it cannot check.