Actually, this is not accurate. Before relying on our models, we get also the opportunity to validate them by checking at what extent they successfully predicts

Actually, this is not accurate. Before relying on our models, we get also the opportunity to validate them by checking at what extent they successfully predicts future data points. Simply for the next t-time periods let the model give the user an estimate of the future prices/rates, together with an estimate of how accurate the model expects these predictions to be. This would allow the user to build confidence in the algorithm strategy she/he came up with, before employing it on the open market.