The recovery period of an asset is the length of time over which the Internal Revenue Service requires you to depreciate it. These periods theoretically track the actual useful life of an asset so, for instance, an office building has a much longer life than a computer.The Internal Revenue Service has its own set of depreciation rules and you must use their recovery periods when figuring taxable income.