Labels: [Sourced] checked against a source listed at the end. [General] standard industry knowledge. [Our view] opinion, labelled as such. [Illustrative] made-up numbers to teach an idea.
1. The story: the day Amazon bought the robots
On March 19, 2012, Amazon announced it would buy Kiva Systems, a maker of warehouse automation. Amazon's fulfillment chief said the technology brought products "directly to employees to pick, pack and stow." [Sourced: Amazon press release, Mar 19 2012] Reuters reported the price as $775 million in cash. [Sourced: Reuters] The completed deal was filed with the SEC on May 1, 2012. [Sourced: SEC 8-K] Notice the idea: instead of people walking to the goods, the goods walk to the people. That one flip attacks the biggest cost in a warehouse. [Our view]
2. The one idea
A warehouse is a machine for turning pallets into the exact items a customer ordered, as cheaply and accurately as possible. [General]
3. The kitchen-table version
Your kitchen. Groceries arrive in bulk (receiving), go into cupboards (put-away), you gather ingredients for a recipe (picking), you plate it (packing), and serve (shipping). A warehouse is that, with thousands of recipes at once.
4. The five steps [General]
- Receiving: check the truck against the ASN (Module 3).
- Put-away: store it where it can be found and picked efficiently.
- Storage: pallets, shelves, bins.
- Picking: gather items for orders.
- Packing and shipping: box, label, load (Modules 8, 12). Flows can skip storage. Wal-Mart is credited with developing cross-docking, moving goods straight from inbound to outbound trucks without storage in between. [Sourced: Arkansas Business; SCDigest says Wal-Mart opened its first DC in 1970]
5. Why picking is the main cost
Order picking is estimated to be as much as 55% of total warehouse operating expense. [Sourced: European Journal of Operational Research article abstract, citing earlier estimates; repeated widely, mostly traced to Frazelle 1996] Most of that time is walking. [General; Bartholdi and Hackman as cited by a vendor page]
Worked example [Illustrative, computed by script]. A picker fetches 4 orders. One at a time, each trip is 300 feet: 4 x 300 = 1,200 feet. Batch picking gathers all four in one pass of 420 feet: 65% less walking. Tradeoff: items must be sorted into orders after, and the savings shrink if orders do not overlap in location. If picking is 55% of a $100,000 monthly warehouse bill, that is $55,000; a 25% cut in picking cost saves $13,750 a month. The 25% is our assumption, not a benchmark.
6. Picking methods and layouts [General]
- Discrete: one order at a time.
- Batch: several orders per trip.
- Zone: each picker covers an area, orders pass along.
- Wave: release orders in timed groups to match shipping deadlines.
- Slotting: put fast sellers closest to the dock and at waist height (Module 1 SKU data decides).
- Goods-to-person (shelves or robots move): the Kiva idea.
7. Where AI fits
- Slotting that re-arranges as demand changes. [General]
- Robots and vision-guided picking. [General]
- Labor planning from the order forecast (Module 5). [General]
- Forward thread: the warehouse as a learning system that decides what to stock where before orders arrive. [Our view]
8. Exercise
Draw your pantry as a warehouse. Where would you put the 3 items you use daily? What would a "slotting" change save you?
9. Quiz
- Biggest warehouse cost? Order picking, mostly walking.
- What is cross-docking? Moving goods inbound to outbound with no storage.
- Why did Amazon buy Kiva? Bring goods to pickers rather than walking.
- Downside of batch picking? Sorting later; savings depend on order overlap.
Sources
- Amazon press: https://press.aboutamazon.com/2012/3/amazon-com-to-acquire-kiva-systems-inc ; Reuters: https://www.reuters.com/article/business/amazoncom-to-buy-kiva-systems-for-775-million-idUSBRE82I117/ ; SEC: https://www.sec.gov/Archives/edgar/data/1018724/000119312512200668/d337422d8k.htm
- Picking cost: https://www.sciencedirect.com/science/article/abs/pii/S0377221706006473 ; https://www.mfgcalcs.com/news/wms-warehouse-labor-fulfillment-benchmarks-kpis
- Cross-docking: https://www.arkansasbusiness.com/article/wal-mart-used-technology-to-become-supply-chain-leader/ ; https://www.scdigest.com/ASSETS/ON_TARGET/12-07-27-1.php