Estimated warranty liability is the estimated amount a company expects to pay for warranty claims on products sold, recorded as a liability on the balance sheet. This figure reflects the company's obligation to repair or replace defective products and is based on historical data, industry averages, and management estimates. By recognizing this liability, companies can match the expenses with the revenues generated from the sale of warranty-covered products, adhering to the matching principle in accounting.