When I recently helped a friend’s small shipping business decide on pricing for new zones, it quickly became clear how complicated it gets to keep track of all the rates manually. They were using spreadsheets and emails, which meant delays and lots of back-and-forth whenever someone needed a quick quote. I’m curious how rate engine software might change the game for companies dealing with complicated shipping pricing structures. Does it really help avoid errors and inconsistencies that happen when pricing rules are scattered across different documents or departments? Also, how much easier does it make updating prices when fuel surcharges or tariffs change unexpectedly? Is the automation worth the cost for smaller businesses, or would it mainly benefit large logistics teams?