The company's balance sheet shows cash and cash equivalents of $166.9 million at the end of Q4 2023, with no draw on its revolving credit facility. The improvement in net loss includes non-cash stock-based compensation expenses and depreciation and amortization, which are significant considerations for investors assessing the company's financial health. Furthermore, Compass Inc ( NYSE:COMP ) expects to further reduce its full year 2024 non-GAAP OPEX to $865 million, with growth thereafter at a nominal rate of 3-4% per year excluding M&A.