Select and assess sites for a micro-fulfilment centre or dark store using catchment, density and delivery-time criteria.
Micro-Fulfilment Centres and Dark Store Operations for Rapid Grocery Delivery
Design and run micro-fulfilment centres and dark stores for rapid grocery delivery, covering site selection, compact layout, order picking, rider dispatch, hyperlocal forecasting and unit economics.
Course Overview
A ten to thirty minute grocery delivery promise is won or lost inside a few hundred square metres, where every extra metre of picker travel and every minute of rider dwell time shows up directly in the delivery window. Micro-fulfilment centres and dark stores compress the traditional distribution centre into a compact, often automated site placed close to demand, carrying a narrow assortment weighted to the lines that rapid delivery customers actually order. This course works through site selection and catchment analysis, compact layout and assortment design, and the order-to-dispatch sequence that keeps picking and rider hand-off inside a tight time budget. Delegates practise hyperlocal demand forecasting, replenishment planning for short shelf-life stock, and freshness and waste control across chilled, frozen and ambient zones in a single small footprint. The course closes with peak and surge management and a cost-per-delivery model that supports the decision between opening a new site and extending an existing one's delivery radius.
Expected Learning Outcomes
Design a compact SKU assortment and layout that shortens travel distance for the fastest-moving rapid delivery lines.
Sequence order picking and batching so small, frequent orders are released and packed within a tight time budget.
Integrate site order management with rider dispatch and routing to minimise hand-off and rider dwell time.
Forecast hyperlocal demand and set replenishment frequency suited to a small footprint and short shelf life.
Control freshness and waste in a compact multi-temperature site through rotation, markdown and cold chain monitoring.
Build a cost-per-delivery model and use it to decide between new-site investment and extending an existing catchment.
Who Should Attend
Operations managers launching or running micro-fulfilment centres or dark stores for rapid grocery delivery.
Quick commerce and last-mile logistics planners designing hyperlocal fulfilment networks.
Retail and grocery supply chain managers converting store space into dark store picking operations.
Site design and layout specialists working on compact, high-density fulfilment footprints.
Demand planners and category managers setting assortment and replenishment for rapid delivery formats.
Last-mile dispatch and rider operations leads coordinating hand-off between store and delivery fleet.
Course Modules
Select any module to see its sessions and points.
01Designing the Micro-Fulfilment or Dark Store Network
2 sessions · 8 points
Session 1Site Selection and Catchment Analysis
- Define the delivery-time promise driving catchment size, from doorstep delivery target back to maximum site-to-customer distance.
- Use population density, historical order density and competitor coverage to shortlist candidate sites for a new catchment.
- Assess a retail unit or dark store shell for ceiling height, power supply, loading access and change-of-use constraints.
- Model the number and spacing of sites needed to cover a city area within a target delivery window.
Session 2SKU Assortment and Layout Design
- Select a compact assortment weighted to the high-frequency, high-margin lines that suit small-basket rapid orders.
- Design a layout that shortens travel distance for the fastest-moving SKUs identified from order history.
- Choose between manual pick trolleys, pick-to-cart methods and automated storage for a site's expected volume and footprint.
- Plan chilled and frozen zones within a compact footprint without breaking cold chain integrity during picking.
02Operating a Dark Store or Micro-Fulfilment Site
2 sessions · 8 points
Session 1Order Processing and In-Store Picking
- Sequence single- and multi-item orders from order receipt to pick release within a tight time budget.
- Batch or wave small orders to keep picker travel low without delaying the fastest orders in the queue.
- Manage substitution and out-of-stock decisions at the point of picking so orders are not delayed by one missing line.
- Coordinate a hand-off point where completed orders wait for the shortest possible time before rider collection.
Session 2Rider and Last-Mile Dispatch Integration
- Integrate the site's order management system with a dispatch or routing engine that allocates orders to available riders.
- Set a staging and hand-off process that keeps rider dwell time at the site to a minimum.
- Plan rider capacity against forecast order arrival by hour to avoid both idle riders and delivery delay.
- Agree service recovery steps for a missed delivery window or a temporary shortage of available riders.
03Demand, Inventory and Freshness Management
2 sessions · 8 points
Session 1Hyperlocal Demand Forecasting and Replenishment
- Forecast demand at SKU and site level from local, short-history sales data rather than a national average.
- Set replenishment frequency and order quantities suited to a small storage footprint and short shelf life.
- Plan for promotional and weather-driven demand spikes specific to a single catchment area.
- Time replenishment delivery windows so restocking does not block active order picking on the shop floor.
Session 2Freshness, Waste and Perishable Control
- Apply first-expired-first-out rotation suited to short shelf-life grocery lines within a compact store.
- Set markdown and waste triggers for stock approaching its use-by or best-before date.
- Monitor cold chain temperature across chilled, frozen and ambient zones within a single small site.
- Reconcile shrinkage and waste data back to the assortment and ordering plan to reduce repeat losses.
04Performance, Economics and Scaling the Network
2 sessions · 8 points
Session 1Peak Management and Surge Capacity
- Plan flexible labour and rider capacity for predictable peaks such as evenings, weekends and weather events.
- Set an order-throttling or extended-delivery-window rule for when demand exceeds current site capacity.
- Run a surge playbook that reallocates picking or delivery capacity between nearby sites during a spike.
- Debrief each peak period against plan to refine labour, rider and inventory assumptions for the next one.
Session 2Unit Economics and Network Scaling
- Build a cost-per-delivery model covering site cost, labour, packaging and last-mile transport cost.
- Compare micro-fulfilment, dark store and store-pick fulfilment models for a given order profile and city.
- Decide when a catchment area justifies a new site rather than extending an existing site's delivery radius.
- Track site-level contribution margin to prioritise the next wave of network expansion.
What the participant receives
4 course modules
A structured syllabus
8 training sessions
across 5 days
32 detailed points
Applied, detailed content
Accredited attendance certificate
On completing the programme
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