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last mile delivery
Most expensive part of the supply chain; final step delivering to customer
e-commerce
Harder than expected due to small orders, more picking, packaging, returns, and high last mile costs
OTIF
On-Time In-Full; measures if orders are delivered on time and complete
stockouts
When inventory is unavailable; leads to lost sales and poor customer experience
material handling
How products physically move through a facility
material handling core functions
Movement, Storage, Control, Protection
warehouse management system (WMS)
Software that controls and tracks warehouse operations (receiving → shipping)
why WMS matters
Improves accuracy, efficiency, and real-time visibility of inventory
WMS core functions
Receiving
Put-away
Inventory tracking
Picking
Packing
Shipping
Reporting
ERP
Central system managing company-wide data (finance, inventory, etc.)
system integration
ERP + WMS + TMS + OMS work together to fulfill orders end-to-end
cross docking
Products move directly from inbound to outbound with little/no storage
why cross dock
Reduces storage cost, speeds up flow, used for high-velocity items
inbound logistics
Goods coming INTO warehouse (receiving, unloading)
outbound logistics
Goods leaving warehouse (picking, packing, shipping)
which side uses more labor?
Outbound (picking + packing is labor intensive)
warehouse process flow
Receiving → Put-away → Storage → Picking → Packing → Shipping
order picking
Most expensive and labor-intensive warehouse activity (up to 55%)
velocity
How fast a product sells or moves through the warehouse
ABC analysis
A = high value/high velocity, B = medium, C = low
golden zone (strike zone)
Waist to shoulder height; easiest and fastest picking area
decanting
Breaking bulk shipments into smaller units for easier picking
tie & high
Tie = cases per layer
High = number of layers
Total = Tie × High
FIFO
First In First Out; used for perishable goods
LIFO
Last In First Out; used when newest inventory sells first
warehouse layouts
U Flow = same side docks
I Flow (Through) = straight line
L Flow = angled flow
centralized network
Fewer warehouses, lower cost, slower delivery
decentralized network
More warehouses, faster delivery, higher cost
tradeoff (warehousing)
More DCs = faster delivery but higher cost + inventory
AS/RS
Automated Storage & Retrieval System; high efficiency but VERY expensive
automation tradeoff
High cost vs. high efficiency and speed
amazon competitive advantage
Convenience, selection, low price, fast delivery, service
amazon flywheel
Better experience → more customers → lower cost → growth
amazon facilities
Fulfillment centers
Sortation centers
Delivery stations
Prime hubs
sortation centers
Organize packages before final delivery → improves routing efficiency
1P
Amazon buys and sells inventory
Pros:
Control pricing & experience
Cons:
Inventory risk, lower margins
3P
Independent sellers sell on Amazon
Pros:
No inventory risk
Cons:
Less quality control
FBA (fulfilled by amazon)
Amazon stores, picks, and ships for sellers
vertical integration (amazon)
Amazon controls more of supply chain (warehouses, trucks, delivery)
Downside:
Expensive + complex
why amazon invests so much
Faster delivery
Customer loyalty (Prime)
Scale
Logistics control
why scale matters
Spread fixed costs
Better supplier pricing
Invest in tech
Expand reach
amazon challenges
Coordination complexity
Demand variability
System discipline needed
circular economy
Design → Use → Return → Recycle
cradle to cradle
Goal = zero waste system
scope 1 emissions
Direct emissions (company vehicles/facilities)
scope 2 emissions
Indirect (energy use)
scope 3 emissions
Entire supply chain (hardest to control)
sustainable transportation
Electric, hybrid, biodiesel vehicles
sustainable retail focus
Packaging
Last mile delivery
Reverse logistics
ESG scorecards
Most common way to measure sustainability performance
3 pillars of sustainability
Environmental
Social
Economic
carbon neutral
Offset emissions to balance impact
net zero
Reduce emissions as close to zero as possible
waste diversion
Reduce landfill use through recycling/reuse
greenwashing
Fake sustainability claims
Why E-commerce is harder than it looks
Smaller orders, more picking, more packaging, higher returns, higher last mile cost
Order Fulfillment Steps
Receive → Store → Pick → Pack → Ship
Manufacturer vs Distributor vs Wholesaler vs Retailer
Manufacturer = makes product
Distributor = moves product
Wholesaler = bulk middleman
Retailer = sells to customer
why use cross docking
Reduces storage cost, speeds delivery, improves flow