all json fields are alphanumeric

Hi, I'm ingesting data in pure json and all fields are being extracted. However, all fields are strings regardless of whether the field contains a float or an integer. Trying to convert the required fields in search has no effect, so we are unable to execute any arithmetic or numeric comparisons. Is there anything that can be done to have the correct type at indextime? Cheers Steve