A general purpose (or special purpose) financial statement is a formal semantic structure. That formal semantic structure can be explained. A conceptualization can be created which explains that formal semantic structure. Further, a representation in software (i.e. implementation) can be created per that conceptualization. (See the Triangle of Meaning for more information.)
To be clear; by general purpose financial statement I mean the complete set of primary financial statements, the policies, the disclosure notes, and any supplementary information included. The general purpose financial statement might be compiled, reviewed, or audited.
I have used TurboTax as an example of how something like a financial statement creation tool could be implemented in software. These papers explain how this is done via TurboTax:
Financial reporting frameworks like US GAAP, IFRS, and others are very similar to the tax code in many ways. Sure, there are differences; but there are also a lot of similarities.
Software can be used to prove whether a financial statement has been created consistently with the expected formal semantic structure of a financial statement. This "expected formal semantic structure" is defined by a financial reporting framework, such as US GAAP, IFRS or other such reporting framework. Internal management reporting or internal cost reporting frameworks can also be used, such as
Activity Based Costing (ABC). This can be achieved simply by representing financial reporting framework rules using some
knowledge organization system (KOS) that is interpretable not only by humans, but also interpretable by machines.
Software does not tell you if the financial statement is "likely correct" or is "probably correct" or other type of confidence score; software proves that the financial statement is correct per a
complete set of rules which are
governed and which are consciously designed to minimize
epistemic risk. This software will be as reliable and trustworthy as a calculator.
Again, not "likely correct" or "plausibly correct";
provably correct. Not a prediction, resolvable proof
with a trail you can follow to see, verify, and understand the proof. You will get a formal, documented record just like that "tape" from a calculator.
That software you will be using is a semantic parser that understands the formal semantic structure of a financial statement. The tool you will use is not like Microsoft Word or Excel which do not understand anything about financial statements at all. The software literally resolves the logic of the financial statement to determine if it is, in fact, logically consistent with what is expected. That proof is based on evidence.
What is even cooler is that the formal semantic structure can be proven to be correct; it can also be reliably queried. Oh, and it can also be dynamically pivoted. And, it is re-composable. More on these things later.
Additional Information:
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