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Accounts Receivable and Allowance for Expected Credit Losses
9 Months Ended
Sep. 30, 2023
Allowance for Doubtful Accounts and Unbilled Services [Abstract]  
Accounts Receivable and Allowance for Expected Credit Losses Accounts Receivable and Allowance for Expected Credit Losses
The following table summarizes the components of “Accounts receivable, net” as presented on the Condensed Consolidated Balance Sheets:
September 30, 2023December 31,
2022
Accounts receivable:
Billed receivables$771,661 $633,055 
Unbilled receivables495,270 308,873 
Allowance for expected credit losses(59,915)(45,775)
Accounts receivable, net$1,207,016 $896,153 
The following table summarizes the total provision for expected credit losses and write-offs:
 Three Months Ended September 30,Nine Months Ended September 30,
2023202220232022
Provision for expected credit losses$10,159 $4,348 $21,347 $13,101 
Write-offs$1,974 $3,877 $11,527 $9,917 
Our provision for expected credit losses includes recoveries, direct write-offs and charges to other accounts. Billed accounts receivables are written off when the potential for recovery is considered remote.