A system compares values without knowing that they relate to different periods or regimes. I propose to verify definitions and conditions before analysis.
In the example, two seemingly similar amounts do not represent the same magnitude. Automatic comparison can identify differences, but their interpretation requires expertise.
For operational decisions, a professional is needed. The quality of the analysis also depends on how the data is described, preventing the order of a table from hiding a substantial incompatibility.