Automation earns trust by being predictable, and predictability comes from limits set in advance.
Before a single price moves on its own, define the rails: a hard floor on margin, a ceiling that protects against price-gouging optics, and rules that hold negotiated contracts untouched.
Inside those rails, let the model optimize freely. Outside them, it simply cannot go — and that boundary is what makes letting go feel safe.