In this article, learn about:
Why retail order changes create hidden supply chain risk
How order acknowledgments and shared data help teams respond faster
Four practical ways retailers and suppliers can manage volatility together
At the 2025 RVCF Conference, industry leaders examined an often-overlooked reality that continues to shape retail supply chains: the operational fundamentals that keep daily work reactive.
Moderated by Brandon Pierre, VP of Customer Success at SPS Commerce, the panel included Dr. Gibson of Auburn University, Andy Sutphin of Sprouts Farmers Market, and Tim Forseth of Sunkist Growers. Their discussion examined what is driving volatility, why the “perfect order” remains difficult to achieve, and why collaboration is becoming a defining supply chain performance lever.
Change has always been part of retail supply chains. The difference today is the speed at which conditions evolve; the need for retailers and suppliers to recognize, communicate, and respond before small adjustments become operational problems. Success is no longer defined by eliminating volatility, but by managing it before it affects execution.
The Volatility Hidden in Plain Sight
Across more than 4,000 retailers globally, SPS Commerce data shows that the average order changes six times before fulfillment. Collectively, those changes place more than $600 billion in product, inventory, and shipments at risk each year.
Teams on both sides of the retail relationship feel this disruption every day, but many organizations are not measuring where changes occur, why they happen, or what they cost. The problem is also accelerating. Order acknowledgments containing changes have doubled year over year, rising from roughly one in ten to one in five.
That does not mean every change is a failure. Retailers need to respond to shifting demand, promotions, inventory levels, and cost pressures. But when changes are late, unclear, or disconnected from the systems and people responsible for fulfillment, they create margin pressure, service failures, and unnecessary work.
The drivers are familiar:
Price mismatches caused by tariffs, promotions, and changing cost structures
Smaller, more frequent orders designed to preserve inventory flexibility
Fragmented communication between retailers, suppliers, and logistics partners
Limited visibility into inventory availability, production capacity, and demand changes
A timely purchase order acknowledgment (POA) can surface a pricing issue, shortage, or delivery constraint before it becomes a missed shipment. When that confirmation arrives late, the retailer may be planning against inventory that will not arrive as expected.
Related Reading: What Happens After a Retailer Says Yes: The First 90 Days for a New Supplier
The Decline of the Perfect Order
For decades, supply chain teams have pursued the perfect order: a transaction delivered complete, accurate, on time, damage-free, and without manual intervention.
It remains a useful performance standard, but modern retail has made it harder to achieve. Customer demand changes quickly. Retailers are carrying less inventory. Suppliers are managing tighter production schedules and more frequent order adjustments. A process built around the assumption that an order will never change no longer reflects how many retail relationships operate.
The goal is to build a process that identifies meaningful changes early, distinguishes routine adjustments from true exceptions, and gives both partners time to respond. Success no longer means diminishing changes. It means managing it with precision.
This is especially important for OTIF performance. A late change to quantity or timing can affect whether a supplier meets the retailer’s delivery requirements, even if the supplier had the capacity to fulfill the original order. A late change to quantity or timing can affect whether a supplier meets the retailer’s delivery requirements, even if the supplier had the capacity to fulfill the original order.
Related Reading: How to Build an Effective Supplier Scorecard
Collaboration and Lessons from Sprouts and Sunkist
The partnership between Sprouts Farmers Market and Sunkist Growers offered a practical example of how retailers and suppliers can manage volatility without treating every adjustment as a crisis.
Their approach relies on regular, data-driven conversations using shared third-party sources, including IRI and Nielsen data. Rather than debating whose internal forecast is correct, the teams can begin with a more neutral view of category demand and market movement. That creates a stronger foundation for conversations about production capacity, promotional demand, inventory risk, and upcoming order changes.
The model includes:
Weekly discussions around demand trends, category performance, and production capacity
Proactive forecasting that gives both teams more time to prepare for expected changes
Dedicated onboarding support that goes beyond a standard supplier packet
Clear communication expectations based on the urgency and impact of a change
Electronic acknowledgments sent several days in advance can often be processed quickly. Same-day changes are more difficult to manage because they require direct outreach, manual intervention, and faster decisions across inventory, fulfillment, and customer-service teams.
That distinction is incredibly important. Automation can handle routine, repeatable changes quickly. But urgent exceptions still need clear escalation paths and direct communication between the people responsible for inventory, fulfillment, and customer commitments.
Four Ways to Build a More Resilient Retail Supply Chain
1. Plan for Disruption Instead of Perfection
Scenario planning helps teams prepare for the changes most likely to affect their business. Retailers and suppliers should discuss what happens when demand spikes, production is delayed, pricing changes, or a carrier misses a delivery window.
This does not require predicting every disruption. It requires identifying where the relationship is most vulnerable and agreeing on how each team will respond before an issue becomes urgent.
2. Measure Where Order Changes Happen
Order changes should not disappear into email threads, spreadsheets, or individual inboxes. Teams need visibility into the type, frequency, timing, and source of changes.
For example, a recurring quantity adjustment may point to a forecasting issue. Repeated price changes may signal an item setup or contract-management problem. Late ship-window changes may reveal a gap between merchandising decisions and supplier capacity.
Tracking these patterns helps organizations separate necessary business adjustments from preventable process failures.
3. Get Onboarding and Item Data Right
Many downstream problems begin with unclear product information or incomplete expectations during onboarding. Retailers and suppliers should align on SKU variations, pack sizes, pricing, lead times, labeling, delivery windows, and escalation procedures before the first order arrives.
A strong vendor guide gives suppliers a clear operating framework. It also helps retailers reduce the manual intervention required when order details, shipping requirements, or product data do not match.
4. Treat Collaboration as a Performance Metric
Collaboration is not simply a relationship-building exercise. It is an operational capability.
Retailers and suppliers should establish regular working rhythms, share relevant data early, and define how they will communicate based on urgency. Weekly touchpoints can prevent small issues from becoming service failures, while neutral data sources can create accountability without turning every disagreement into a debate.
The strongest partnerships do not eliminate change. They make change easier to see, discuss, and manage.
Frequently Asked Questions
What is the Perfect Order in Retail?
A perfect order is a retail transaction completed accurately, in full, on time, damage-free, and with the correct documentation and invoice. It is a useful benchmark for execution quality, but modern supply chains also need processes that manage legitimate order changes before they create fulfillment or compliance problems.
What Causes Retail Order Volatility?
Retail order volatility is caused by changes to demand, pricing, inventory availability, promotions, ship windows, and supplier capacity. Smaller and more frequent orders can add complexity, especially when retailers, suppliers, and logistics partners do not share timely data or have clear processes for communicating exceptions.
What is an Order Acknowledgment?
An order acknowledgment is a supplier’s confirmation that it received a purchase order and can fulfill it as requested, or an update identifying changes to quantity, price, availability, or delivery timing. In EDI, the EDI 855 purchase order acknowledgment helps retailers identify fulfillment issues before shipment.
When is the next RVCF Conference?
The Retail Value Chain Federation typically hosts its annual conference each fall. Visit the RVCF website for the latest event dates, location details, registration information, and agenda updates.
The Bottom Line
The modern retail supply chain may never be free of change, but retailers and suppliers can be better prepared to manage it. As Brandon Pierre summarized during the session, “Every change is an opportunity to improve the system if you can see it, measure it, and respond in time.”
Retailers and suppliers that improve order visibility, strengthen the acknowledgment processes, and build consistent routines will reduce avoidable disruption. They can close the gap between what an order promises and what the supply chain can reliably deliver.
The work does not stop with a single order, a quarterly review, or one industry conversation. Supply chain conditions, retailer requirements, and customer expectations continue to change, making it valuable for teams to stay connected to the ideas and conversations shaping the industry.
Subscribe to Chain Reaction, for retail supply chain news, practical insights, and updates on upcoming SPS Commerce events!