In an FMCG manufacturer's analytics department, an employee spent each week manually opening stat.gov.kz and downloading a batch of Excel tables. The same routine involved checking the National Bank's site for exchange rates, then KASE, then FAO for world sugar and cocoa prices. The author was asked to automate the process.