Comment by devmor

A lot of the work I have done for scientists when I was a contractor (and a bit while working for bespoke software consultancies) was quite literally just making programmatic applications out of Excel sheets.

In one case, we used mdftools to literally use the original excel spreadsheet as our logic engine.