Customer story · S&R Shopping

From legacy systems
to the systems S&R runs on.

S&R Membership Shopping is a large membership retailer in the Philippines. Dalfin AI replaced legacy-system-based processes with seven systems: warehouse management, demand forecasting, member management, merchandise management, payroll, restaurant kiosk and e-commerce. Specialist AI work is scoped separately.

S&R Membership Shopping
  • Warehouse management
  • Forecasting
  • Member management
  • Computer vision
  • e-Commerce
  • Payroll
  • Restaurant Kiosk
  • Merchandise management
  • Darren Bates, S&R Membership Shopping
  • Anthony Sy, S&R Membership Shopping
S&R ShoppingPhilippines · Large-scale retail operations
The starting point

The work ran on legacy systems.

Warehouse tasks, stock checks and sales order quantities were managed in legacy systems. That made outbound preparation slow, left pick faces empty and put the burden of checking on staff.

5 hours1 hour

Pick list and outbound preparationMoved from legacy systems to the warehouse management system.

AreaBeforeWith Dalfin AI’s systems
Pick lists and outboundPrepared in legacy systems. About 5 hours of work.Generated in the WMS. About 1 hour.
Picking areaPick faces often left empty. Heavy manual checking.Letdown tasks keep pick faces stocked, with automated checks.
InboundReceiving and putaway coordinated in legacy systems.Pre-ASN slot planning, putaway and forklift tasks in the WMS.
Sales ordersQuantities estimated by hand.Prepared from SKU-level demand forecasts and sent correctly.
Delivered scope

Delivered scope across
S&R operations.

Each system covers a defined part of S&R’s operation and works from the same item and location data.

WMS

Warehouse management

Runs inbound, letdown and outbound at the distribution centre, with live bay utilisation by aisle and level.

  • Pre-ASN slot planning against bay capacity
  • Inbound logs, putaway and movement allocation
  • Forklift tasks and LPN tracking
  • Letdown to keep pick faces stocked
  • Outbound pick lists
  • Integration with the merchandise system (MMS)
S&R Warehouse MS: Pre-ASN slot planning, showing bay utilisation by aisle and level for an incoming SKU
Pre-ASN slot planning: required pallets matched to bay capacity by aisle and level.
FMS

Demand forecasting

SKU-level forecasts replace manual estimates, so sales orders go out with the right quantities.

  • Forecasts from 1 to 52 weeks for each SKU
  • Actual against forecast by day, week or month
  • Promotion reporting
  • Exception reports
  • Inventory and sales forecasting
  • CSV export for planning teams
Forecast results for one SKU: actual sales for 2025 and 2026 compared with forecasts for 2026 and 2027
Actual sales for 2025 and 2026 compared with forecasts for 2026 and 2027, for one SKU.
MRM

Member management

One record of S&R’s members across every club, with analytics by membership type and tier.

  • Members, non-members and employees
  • Primary and supplementary memberships
  • Analytics by club and tier: business, gold, affiliate, complimentary
  • Location configuration and maps
  • Searchable summaries with export
S&R MRM system: member analytics by club, with membership counts blurred
Member analytics by club and membership tier. Counts are blurred for publication.
MMS

Merchandise management

Manages the item master, supplier catalogues, purchase orders and pricing across all S&R locations.

  • Centralised item master and catalogue
  • Supplier and vendor management
  • Purchase order creation and tracking
  • Price management and markdown control
  • Stock transfer between locations
  • Integration with warehouse and POS systems
Merchandise Management System Product Analytics view showing primary and supplementary product tables
Merchandise Management System: Product Analytics with primary and supplementary product views.
Payroll

Payroll

Processes payroll for S&R employees across all clubs, handling attendance, deductions and statutory compliance.

  • Employee records and attendance integration
  • Salary computation and overtime rules
  • Government-mandated deductions and contributions
  • Payslip generation and distribution
  • Period-end reconciliation and reporting
  • Multi-location payroll processing
HR and Payroll Management System dashboard showing workforce insights, employee status, department breakdown and payroll runs
HR & Payroll Management System: workforce dashboard with employee, leave and payroll overview.
eCom

E-Commerce

Online ordering and fulfilment for S&R members, connected to inventory, payment and delivery coordination.

  • Member-authenticated online storefront
  • Product catalogue and availability
  • Order placement and payment processing
  • Fulfilment and delivery scheduling
  • Order tracking and member notifications
  • Integration with warehouse and member systems
S&R E-Commerce storefront showing product catalogue with categories, filters, member pricing and add to cart
S&R online store: product catalogue with category filters, member pricing and cart.
Kiosk

Restaurant Kiosk

Self-service ordering for S&R's food court operations, connected to kitchen preparation and payment.

  • Touch-screen menu and order entry
  • Kitchen display and order queue
  • Payment processing and receipt generation
  • Menu configuration and pricing
  • Sales reporting by location and period
  • Integration with member accounts
S&R Restaurant Order System showing pizza menu with categories, items, pricing and cart
S&R Restaurant Order System: menu with category navigation, item pricing and cart.
CV

Computer vision

AI-assisted video analysis for warehouse safety, forklift operations, equipment usage and conveyor compliance.

  • Warehouse operations video analysis
  • Forklift and transporter detection
  • Safety zone monitoring and alerts
  • Incident event logging and review
  • Media source and capability configuration
  • Alert history with confidence scoring
S&R Vision Suite: warehouse operations video analysis with forklift and person detection in camera feed
S&R Vision Suite: warehouse operations video analysis with alert events and detection.
Customer voices

The experience behind the implementation.

Portrait of Darren Bates
“a deep understanding of our business needs”
Darren Bates
Senior Vice President, S&R Membership Shopping
Portrait of Anthony Sy
“streamlined our operations, enhanced customer experience”
Anthony Sy
President, S&R Membership Shopping

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