The expense amount on your invoice should match the customer expense amount on expense reports. Please note Expense Details report provides expenses in the following three currencies.
Expense Currency
Base Currency
Customer Currency (this is the amount that should match the expense amount on the invoice)
The only reason for the amounts not to match is if the expenses added to the invoice are manually overridden on the invoice.
To learn more about expenses and exchange rates please refer to this article.