Abstract: Methods and systems provide for determining cost values associated with artificial intelligence (AI) processing within a legal services platform. In one embodiment, the system receives a request for AI processing from a user, wherein the request comprises a quantity value associated with the AI processing; performs the AI processing to generate output based on the request; estimates a processing metric for the quantity value associated with the AI processing, wherein the processing metric comprises a value indicative of the amount of processing performed; determines a cost value based on the modified processing metric, wherein the cost value reflects the cost associated with the AI processing; and provides the cost value to the user for billing purposes in relation to the AI processing.