Industry
Warehousing cost is driven by travel, picking and labour planning. Software gains (slotting, forecasting, labour planning) often come before robots, and set up the business case when robots do make sense.
Financial example
Before investing in AMRs, slotting and labour planning can recover hours at low cost; the calculator helps size that recovery and whether automation clears payback. Model it →
Usually not first. Slotting, forecasting and labour planning typically return more per dirham initially, and tell you whether automation is justified.