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You mean something like Simple Invoices | An Open Source, Web-Based Invoicing System?

Since you originally wrote,

I would've thought it'll be quicker and possibly cheaper to use something...

Please elaborate on what you mean by "template". Also, briefly describe the end-to-end workflow - from the point a purchased item is presented, to what happens in the end (a printed invoice/memo is...