Optimal policy with general signal extraction

•Policy decisions are usually taken with Partial Information about the economy.•The paper develops a condition to find the best policy in this case.•Our optimality condition is non-standard.•In a simple model optimal policy differs significantly from standard case.•A version of our method needs to be used for most economic models.