The What-If Blueprintby Nikhil Kasturi

Retail

How products are catalogued, priced, stocked, sold and returned, from the e-commerce storefront to the distribution center and the store floor.

13 categories
40 processes
0 redesigns published
E-commerce / Online Retail6 processes

Product Catalog Management

5-step flow

Creating and categorizing SKUs with accurate content and imagery. Keeps product data consistent across every sales channel.

Where it breaksCatalog data arrives in inconsistent formats from many vendors, so standardization is manual and slow.

Open process page
flowchart TD
    A[Vendor submits product info via spreadsheet/portal] --> B[Catalog team manually enters data into PIM/CMS]
    B --> C[Review for missing fields, broken images, miscategorization]
    C --> D[Product goes live]
    D --> E[Errors caught only after customer complaint or report flag]

Order Management

5-step flow

Capturing orders and routing them to the right fulfillment location. Tracks order status through to delivery.

Where it breaksException handling is almost entirely manual — someone has to notice and intervene.

Open process page
flowchart TD
    A[Order captured from website/app] --> B[System checks inventory across warehouses/stores]
    B --> C[Pick/pack instruction sent to fulfillment center]
    C --> D[Shipping label generated, customer notified]
    D --> E[Exceptions routed to human for manual resolution]

Cart & Checkout Optimization

6-step flow

Integrating payment methods and reducing friction at checkout. Includes recovering abandoned carts through follow-up messaging.

Where it breaksRecovery sequences are generic, not tailored to why that specific customer dropped off.

Open process page
flowchart TD
    A[Customer adds items to cart] --> B[Checkout: payment gateway processes transaction]
    B --> C{Cart abandoned?}
    C -->|Yes| D[Rules-based email/SMS sequence fires]
    C -->|No| E[Order completes]
    D --> F[Marketing reviews abandonment reports periodically]

Website/App Merchandising

3-step flow

Powering on-site search, recommendations, and personalization. Shapes what products a shopper sees based on behavior.

Where it breaksManual curation can't keep pace with real-time inventory or trending changes.

Open process page
flowchart TD
    A[Merchandising team curates featured products manually] --> B[Rules engine powers recommendations]
    B --> C[Search relevance tuned periodically from click reports]

Marketplace Operations

6-step flow

Managing third-party sellers on a retailer's own online marketplace. Handles seller onboarding, commissions, and listing quality.

Where it breaksSeller quality monitoring is largely reactive — problems surface after complaints accumulate.

Open process page
flowchart TD
    A[Seller applies to join marketplace] --> B[Team manually reviews documents and categories]
    B --> C[Seller uploads listings]
    C --> D[Spot-check for policy compliance]
    D --> E[Ongoing performance monitored via periodic reports]
    E --> F[Violations trigger manual warning/suspension review]

Subscription Commerce

6-step flow

Running recurring subscription-box or replenishment offerings. Manages billing cycles and subscriber retention.

Where it breaksSkip/pause/cancel requests still often require a live agent instead of self-service.

Open process page
flowchart TD
    A[Customer signs up, selects plan] --> B[Billing system charges on schedule]
    B --> C{Charge fails?}
    C -->|Yes| D[Dunning queue: manual/semi-automated retry]
    C -->|No| E[Subscription continues]
    D --> F[Customer service handles pause/skip/cancel]
Brick-and-Mortar / Physical Retail3 processes

Store Operations

3-step flow

Staffing and scheduling stores and running daily opening/closing procedures. Keeps the store compliant with operational standards.

Where it breaksScheduling is often reactive to last week's traffic rather than predictive.

Open process page
flowchart TD
    A[Manager builds weekly schedule from rough sales forecast] --> B[Opening/closing checklists completed on paper/basic app]
    B --> C[Daily sales/issues reported up via email or portal]

Visual Merchandising

5-step flow

Executing planograms and designing in-store displays. Shapes how products are presented to drive purchases.

Where it breaksVerifying planogram compliance across hundreds of stores is slow and inconsistent.

Open process page
flowchart TD
    A[Corporate designs planogram centrally] --> B[Shared to stores as PDF/email]
    B --> C[Store staff manually execute reset]
    C --> D[Photo audits sent back to corporate]
    D --> E[Compliance reviewed manually]

Point-of-Sale Operations

5-step flow

Processing in-store transactions and handling returns at checkout. Reconciles daily cash and card totals.

Where it breaksReconciliation discrepancies require manual investigation, often the next business day.

Open process page
flowchart TD
    A[Cashier scans items, processes payment] --> B{Return over threshold?}
    B -->|Yes| C[Manager override/approval required]
    B -->|No| D[Transaction completes]
    C --> E[End-of-day register reconciliation]
    D --> E
Omnichannel & Fulfillment3 processes

Buy Online, Pick Up In Store (BOPIS)

5-step flow

Routing online orders to a nearby store for pickup. Coordinates inventory visibility between online and in-store systems.

Where it breaks"in stock" online doesn't always match the shelf reality, causing pickup failures.

Open process page
flowchart TD
    A[Online order routed to nearest store with inventory] --> B[Associate picks item, stages it]
    B --> C[Customer notified via email/SMS]
    C --> D[Customer arrives, shows ID/confirmation]
    D --> E[Associate manually marks order complete]

Ship-from-Store

4-step flow

Using a physical store's inventory to fulfill an online order. Reduces shipping distance and speeds delivery.

Where it breaksPulling shelf stock for shipping can create in-store stockouts if inventory sync lags.

Open process page
flowchart TD
    A[Order routed to store when DC is out of stock] --> B[Associate pulls item from shelf stock]
    B --> C[Item packed, shipping label printed on-site]
    C --> D[Store inventory reduced, must sync to central system]

Cross-Channel Returns

5-step flow

Accepting an item bought online back at a physical store. Requires unified return policies and inventory reconciliation across channels.

Where it breaksReconciling an online sale against an in-store return often means bridging two separate systems manually.

Open process page
flowchart TD
    A[Customer brings online purchase to store] --> B[Associate looks up order, sometimes in a different system]
    B --> C[Refund processed]
    C --> D[Item routed to returns/liquidation pile]
    D --> E[Inventory systems reconcile return against original sale]
Merchandising & Supply Chain6 processes

Demand Planning & Forecasting

4-step flow

Predicting future sales to guide inventory and staffing decisions. Accounts for seasonality and promotional lift.

Where it breaksForecasts are usually built at a slower cadence (weekly/monthly) than actual demand shifts.

Open process page
flowchart TD
    A[Planner pulls historical sales data into spreadsheet] --> B[Manual adjustments for known events]
    B --> C[Forecast reviewed in meeting with merchandising/finance]
    C --> D[Final numbers feed purchasing decisions]

Assortment Planning

3-step flow

Deciding which products to carry in which stores or regions. Balances local demand against supply chain complexity.

Where it breaksAssortment decisions lag behind fast-moving local trends.

Open process page
flowchart TD
    A[Category managers analyze regional sales performance] --> B[Decisions made in seasonal/annual planning meetings]
    B --> C[Store-level exceptions handled case by case via email]

Inventory Management

5-step flow

Replenishing stock and maintaining safety stock levels. Uses cycle counts to catch discrepancies before they compound.

Where it breaksCycle counts are sampled, not exhaustive, so shrinkage and errors can go undetected for a while.

Open process page
flowchart TD
    A[Staff conduct periodic cycle counts on paper/handheld scanner] --> B{Discrepancy found?}
    B -->|Yes| C[Manual investigation]
    B -->|No| D[Reorder-point rules trigger replenishment]
    D --> E[Planner sometimes overrides manually]

Vendor/Supplier Management

4-step flow

Sourcing suppliers and managing the purchase order process. Negotiates pricing and monitors supplier performance.

Where it breaksVendor performance issues are usually caught in a lagging quarterly review, not in real time.

Open process page
flowchart TD
    A[Buyer negotiates terms/pricing over email/calls] --> B[Purchase order created and sent to vendor]
    B --> C[Vendor performance tracked in periodic scorecards]
    C --> D[Scorecards reviewed quarterly]

Warehouse & Distribution

6-step flow

Receiving, picking, packing, and shipping goods from distribution centers. Coordinates last-mile delivery to stores or customers.

Where it breaksException resolution depends on a supervisor noticing and intervening in real time.

Open process page
flowchart TD
    A[Inbound goods received, checked against PO] --> B[Items put away in WMS]
    B --> C[Orders picked, packed, staged for shipping]
    C --> D{Exception: damage/mis-pick?}
    D -->|Yes| E[Supervisor flags and resolves manually]
    D -->|No| F[Order ships]

Private Label / Product Development

5-step flow

Sourcing and developing a retailer's own store-brand products. Manages the product lifecycle from concept to shelf.

Where it breaksThe sample-approval loop with manufacturers is slow and highly manual (emails, physical samples shipped back and forth).

Open process page
flowchart TD
    A[Team identifies product opportunity from sales gaps] --> B[Sourcing team finds and negotiates manufacturer]
    B --> C[Sample rounds go back and forth for approval]
    C --> D[Product finalized, packaging designed]
    D --> E[Added to catalog]
Pricing & Promotions3 processes

Price Optimization

3-step flow

Setting prices based on competitor moves and demand elasticity. Adjusts dynamically as market conditions shift.

Where it breaksCompetitor price checks are often periodic snapshots, not continuous.

Open process page
flowchart TD
    A[Analyst pulls competitor pricing manually or via tool] --> B[Recommendations reviewed against margin targets]
    B --> C[Approved changes pushed to POS/e-commerce system]

Markdown Management

4-step flow

Discounting end-of-season or slow-moving inventory. Times markdowns to clear stock while protecting margin.

Where it breaksMarkdown timing is often reactive rather than predictive of what won't sell.

Open process page
flowchart TD
    A[Analyst identifies slow-moving inventory from reports] --> B[Markdown schedule proposed]
    B --> C[Approval from merchandising leader]
    C --> D[Markdown executed]

Promotion Planning

4-step flow

Designing discount campaigns and coordinating their timing. Measures promotional lift against the cost of the discount.

Where it breaksMeasuring true incremental lift (vs. sales that would've happened anyway) is usually a rough manual estimate.

Open process page
flowchart TD
    A[Marketing and merchandising plan promotional calendar] --> B[Creative and pricing teams execute separately]
    B --> C[Promotion runs]
    C --> D[Results compiled into report after the fact]
Marketing & Brand3 processes

Advertising & Media Buying

4-step flow

Planning and purchasing paid campaigns across digital and traditional channels. Allocates budget to the channels driving the best return.

Where it breaksStitching together performance across many ad platforms into one view is manual.

Open process page
flowchart TD
    A[Marketing sets budget and campaign brief] --> B[Media buyer negotiates placements across channels]
    B --> C[Campaign runs]
    C --> D[Performance reviewed in separate platform dashboards]

Brand Management

5-step flow

Maintaining consistent positioning and visual identity across touchpoints. Guards brand guidelines across every campaign and partner.

Where it breaksBrand review is a bottleneck when many teams are producing content in parallel.

Open process page
flowchart TD
    A[Brand guidelines documented centrally] --> B[Every new asset manually reviewed against guidelines]
    B --> C{Violation found post-launch?}
    C -->|Yes| D[Correction request sent back to creator]
    C -->|No| E[Asset stands]

Social Media & Influencer Marketing

4-step flow

Building content strategy and managing creator partnerships. Drives discovery and engagement outside owned channels.

Where it breaksPerformance tracking across dozens of creators and platforms isn't centralized.

Open process page
flowchart TD
    A[Team identifies and negotiates with creators] --> B[Content briefed, drafted by creator]
    B --> C[Reviewed before posting]
    C --> D[Performance tracked manually per platform]
Customer Experience3 processes

Customer Service/Support

4-step flow

Handling returns, complaints, and inquiries via chat, phone, or email. Resolves issues in a way that protects customer loyalty.

Where it breaksAgents often need to jump between systems to get a full picture of a customer's history.

Open process page
flowchart TD
    A[Customer contacts via phone/chat/email] --> B[Agent looks up order across possibly multiple systems]
    B --> C[Agent resolves using judgment and policy docs]
    C --> D[Case logged, sometimes inconsistently, in CRM]

Loyalty Programs

5-step flow

Running points-based or tiered reward programs. Uses purchase history to personalize offers and retain customers.

Where it breaksPoint/tier discrepancies (common after returns or system syncing issues) require manual fixing.

Open process page
flowchart TD
    A[Customer enrolls at checkout/app sign-up] --> B[Points accrue automatically per purchase]
    B --> C{Tier/redemption threshold reached?}
    C -->|Discrepancy| D[Manual correction needed]
    C -->|Correct| E[Reward applied]

Customer Data & CRM

3-step flow

Segmenting customers and powering personalization engines. Centralizes customer behavior data across channels.

Where it breaksA "single customer view" is often stitched together in batches, not real time.

Open process page
flowchart TD
    A[Data streams from POS, website, app, loyalty separately] --> B[Analysts periodically merge/reconcile]
    B --> C[Segments built manually for campaigns]
Loss Prevention & Risk2 processes

Shrinkage Management

3-step flow

Preventing and detecting theft, both external and internal. Uses audits and surveillance to keep inventory loss in check.

Where it breaksFootage review is time-intensive and mostly reactive to already-flagged discrepancies.

Open process page
flowchart TD
    A[LP staff review footage and discrepancy reports] --> B[Suspicious patterns flagged for investigation]
    B --> C[Periodic physical audits true-up inventory]

Fraud Detection

3-step flow

Identifying return fraud and payment fraud patterns. Balances fraud prevention against a smooth customer experience.

Where it breaksRules-based flagging produces false positives that still require manual review time.

Open process page
flowchart TD
    A[Rules-based system flags suspicious orders/returns] --> B[Fraud analyst manually reviews flagged cases]
    B --> C[Decision: approve, hold, or cancel]
Retail-Adjacent Commercial Functions2 processes

Retail Media/Advertising

4-step flow

Selling sponsored product placement within the retailer's own platform. Has become a significant profit center for large retailers.

Where it breaksCampaign trafficking and reporting across many vendor campaigns is manual and time-consuming.

Open process page
flowchart TD
    A[Brand/vendor requests ad placement] --> B[Sales team negotiates terms and ad slots]
    B --> C[Campaign manually trafficked]
    C --> D[Performance reported back to vendor]

Store P&L Management

3-step flow

Tracking profitability at the individual store level. Informs decisions on staffing, hours, and even store closures.

Where it breaksThe P&L is often a lagging snapshot rather than a real-time view of store health.

Open process page
flowchart TD
    A[Sales, labor, cost data pulled from multiple systems] --> B[Regional finance compiles P&L report]
    B --> C[Underperforming stores flagged in leadership meeting]
Workforce Management2 processes

Hiring & Onboarding

3-step flow

Recruiting and training store and warehouse staff. Manages the ramp-up period for new hires to reach full productivity.

Where it breaksOnboarding paperwork and training completion is hard to track consistently across stores.

Open process page
flowchart TD
    A[Manager posts openings, screens applications] --> B[Interviews scheduled and conducted]
    B --> C[New hire completes paperwork and training]

Scheduling & Labor Planning

5-step flow

Building staff schedules against forecasted customer traffic. Balances labor cost against service-level targets.

Where it breaksLast-minute coverage gaps are handled ad hoc, with no systematic backup plan.

Open process page
flowchart TD
    A[Manager estimates labor hours from sales forecast] --> B[Shifts built manually or with basic software]
    B --> C{Last-minute call-out?}
    C -->|Yes| D[Manager scrambles for coverage via group text]
    C -->|No| E[Schedule runs as planned]
Real Estate & Store Development3 processes

Site Selection

3-step flow

Analyzing markets and demographics to choose new store locations. Weighs foot traffic potential against lease cost.

Where it breaksDemographic/traffic analysis often relies on third-party reports that lag real conditions.

Open process page
flowchart TD
    A[Team analyzes demographic/traffic data] --> B[Site visits conducted in person]
    B --> C[Recommendation presented to leadership]

Lease Negotiation

4-step flow

Negotiating commercial lease terms and renewal options. Manages the portfolio of lease obligations over time.

Where it breaksLease renewal/escalation dates tracked in spreadsheets are easy to miss.

Open process page
flowchart TD
    A[Legal and real estate negotiate with landlord] --> B[Several rounds of redlines over email]
    B --> C[Signed lease filed]
    C --> D[Key dates tracked, often in spreadsheet]

Store Buildout & Design

3-step flow

Overseeing construction, fixtures, and layout for a new or renovated store. Coordinates contractors and timelines to hit opening dates.

Where it breaksBuildout delays are often discovered only when someone checks in, not proactively flagged.

Open process page
flowchart TD
    A[Design team creates store layout plans] --> B[Contractors hired, construction scheduled]
    B --> C[PM tracks timeline/budget via spreadsheets and site visits]
Sustainability & Ethical Sourcing2 processes

Supply Chain Traceability

3-step flow

Verifying and auditing where sourced materials actually come from. Supports ethical sourcing claims made to customers.

Where it breaksVerifying claims deep in a multi-tier supply chain (beyond direct suppliers) is very difficult manually.

Open process page
flowchart TD
    A[Sourcing team requests certifications/audits from suppliers] --> B[Documents reviewed manually]
    B --> C[Periodic third-party audits verify claims on-site]

Sustainable Packaging & Operations

3-step flow

Reducing waste and choosing lower-impact materials. Increasingly factors into both cost and brand reputation.

Where it breaksMeasuring the actual environmental impact of a packaging change is hard to do precisely.

Open process page
flowchart TD
    A[Packaging team evaluates material options] --> B[Pilot tests run with subset of shipments]
    B --> C[Rollout decision based on pilot results and cost]
International / Global Retail Operations2 processes

Market Entry & Localization

3-step flow

Adapting assortment, pricing, and operations for a new country market. Accounts for local consumer preferences and regulations.

Where it breaksLocalization decisions rely heavily on local expert judgment rather than centralized data.

Open process page
flowchart TD
    A[Team researches local preferences, regulations, competitors] --> B[Assortment/pricing adapted via local experts]
    B --> C[Local operations built out market by market]

Cross-Border Logistics

6-step flow

Managing customs, duties, and international shipping for fulfillment. Adds complexity and cost compared to domestic-only fulfillment.

Where it breaksDocumentation errors can hold up shipments at customs for days, discovered only after the fact.

Open process page
flowchart TD
    A[Shipment prepared with customs documentation] --> B[Customs broker manages clearance]
    B --> C[Duties/taxes calculated and paid]
    C --> D{Documentation error?}
    D -->|Yes| E[Shipment held at customs, discovered after the fact]
    D -->|No| F[Shipment clears]