Retail · Omnichannel Fulfillment

BOPIS & Curbside Operations

Enhances→Stable

Available Now

Production-ready. Commercial solutions exist and organizations are actively deploying.

Trajectories describe the observable direction of human effort — not a prediction about specific roles, headcount, or individual careers.

What You Do Today

Manage buy-online-pick-up-in-store (BOPIS) and curbside pickup workflows: order notification to store, pick path optimization, staging area management, customer notification, two-hour SLA tracking. Handle substitutions when the item the customer ordered is out of stock on the floor but shows available in the system — the perpetual inventory accuracy problem. Staff dedicated BOPIS pickers during peak, cross-train floor associates during off-peak.

AI Technologies

ML Pick Path OptimizationReal-Time Inventory Probability ScoringDemand Surge PredictionAutomated Substitution Recommendation

Roles Involved

Who works on this

VP of OperationsOmnichannel Operations ManagerFulfillment ManagerStore ManagerInventory SpecialistWarehouse Associate

VP/SVPManager/SupervisorIndividual Contributor

How It Works

Pick path optimization routes associates through the store in the most efficient sequence — not by department order, but by physical proximity accounting for aisle layout and traffic patterns. Inventory probability scoring tells you the real likelihood an item is physically on the shelf (not just what the system says) based on last scan, sell-through rate, and known shrink patterns. Demand surge prediction staffs BOPIS pickers before the rush hits — Black Friday, bad weather days, post-social-media-viral moments.

What Changes

Pick times drop a significant portion. Substitution acceptance rates improve because the AI recommends based on customer purchase history, not generic alternatives. Out-of-stock cancellations decrease because the system knows real shelf availability vs. system-of-record availability. Labor allocation becomes proactive instead of reactive.

What Stays the Same

The associate still walks the floor. Customer interaction at pickup — verifying order, handling issues, upselling — remains human. Quality judgment on perishable substitutions stays with the picker. The 'this tomato doesn't look right' call is still a person.

Cross-Industry Concepts

order fulfillment inventory management workforce optimization customer experience

Evidence & Sources

•NRF omnichannel fulfillment benchmarks
•Salesforce Connected Shopper Report

Sources listed are directional references, not formal citations. Verify against primary sources before using in business cases or presentations.

Last reviewed: March 2026

What To Do Next

This section won't tell you what your numbers should be. It will show you how to find them yourself. Every instruction below produces a real, verifiable result in your organization. No benchmarks, no projections — just the steps to build your own evidence.

Establish Your Baseline

Know where you are before you move

Before adopting AI tools for bopis & curbside operations, document your current state in omnichannel fulfillment.

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Map your current process: Document how bopis & curbside operations works today — who does what, how long each step takes, and where the bottlenecks are. Use your ERP data to establish a factual baseline.

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Identify the judgment calls: The associate still walks the floor. Customer interaction at pickup — verifying order, handling issues, upselling — remains human. Quality judgment on perishable substitutions stays with the picker. The 'this tomato doesn't look right' call is still a person. — these are the boundaries AI won't cross. Know them before you start.

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Check your data readiness: AI tools for omnichannel fulfillment need clean, accessible data. Check whether your ERP has the historical data, integrations, and quality to support ML Pick Path Optimization tools.

Without a baseline, you can't tell whether AI actually improved bopis & curbside operations or just changed who does it.

Define Your Measures

What to track and how to calculate it

inventory turns

How to calculate

Measure inventory turns for bopis & curbside operations before and after AI adoption. Pull from your ERP.

Why it matters

This is the most direct indicator of whether AI is adding value to omnichannel fulfillment.

fill rate

How to calculate

Track fill rate using the same methodology you use today. Don't change how you measure just because you changed how you work.

Why it matters

Speed without quality is just faster mistakes. Measure both together.

When to check: Check after 30 days of consistent use, then quarterly.

The commitment: Give new tools at least 30 days before judging. The first week is always awkward.

What NOT to measure: Don't measure AI adoption rate as a goal. Measure outcomes. If the tool helps with bopis & curbside operations, people will use it.