Firms reconcile discrepancies between internal valuation methods by comparing results from different approaches, such as market comparables, discounted cash flow analysis, and recent financing rounds. They may adjust assumptions or inputs to align valuations more closely. Consistency with Generally Accepted Accounting Principles (GAAP) and ASC 820 standards ensures transparency. Regular reviews and updates, along with input from financial experts, help maintain accuracy and reliability in valuations.