Property and equipment, net consist of the following (in thousands):
December 31,
20242023
Machinery and equipment$2,345 $2,271 
Computer equipment and software3,468 1,872 
Furniture and fixtures294 264 
Leasehold improvements2,318 2,277 
Construction in progress206 2,199 
Total8,631 8,883 
Less: accumulated depreciation(5,724)(4,855)
Property and equipment, net$2,907 $4,028 

About PP&E Disclosures

The PP&E disclosure details a company's physical asset base — land, buildings, machinery, and equipment — along with the depreciation methods and useful life assumptions that determine how these costs flow through the income statement. Capitalization policy thresholds reveal management's judgment on the boundary between expense and asset, directly affecting both reported earnings and asset values.

Key signals: changes in estimated useful lives or depreciation methods can materially shift reported earnings without any operational change. Compare capital expenditures against depreciation expense — when capex consistently trails depreciation, the asset base may be aging and underinvested. Watch for large asset impairments or write-downs that signal overvalued carrying amounts. Asset retirement obligations reveal future environmental or decommissioning costs that are often underappreciated. Compare PP&E intensity (PP&E-to-revenue) against industry peers to assess capital efficiency and competitive positioning.