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Accounts Receivable, Net
9 Months Ended
Sep. 30, 2021
Receivables [Abstract]  
Accounts Receivable, Net ACCOUNTS RECEIVABLE, NET
Accounts receivable, less allowance for doubtful accounts, reflects the net realizable value of receivables and approximates fair value. Unbilled revenue is recorded at estimated net realizable value. Assessing the collectability of the receivables (billed and unbilled) requires management judgment based on a combination of factors, including but not limited to, an evaluation of our historical incurred loss experience, credit-worthiness of our clients, age of the trade receivable balance, current economic conditions that may affect a client’s ability to pay, and reasonable and supportable forecasts. Receivables are charged-off against the allowance when the balance is deemed uncollectible.
Accounts receivable, net, at September 30, 2021 and December 31, 2020 was as follows (in thousands):

September 30,
2021
December 31,
2020
Trade accounts receivable$200,584 $167,575 
Unbilled revenue, at net realizable value107,664 63,494 
Total accounts receivable308,248 231,069 
Allowance for doubtful accounts(14,358)(14,894)
Accounts receivable, net$293,890 $216,175 
Changes to the allowance for doubtful accounts for the nine months ended September 30, 2021 and twelve months ended December 31, 2020 are as follows (in thousands):
September 30,
2021
December 31,
2020
Balance at beginning of period$(14,894)$(14,379)
Provision(4,450)(9,323)
Charge-offs, net of recoveries4,986 8,808 
Allowance for doubtful accounts$(14,358)$(14,894)