Case Study: Cutting Price Correction Time from 2 Hours to 20 Minutes

The challenge: competitive pressure and pricing errors

This retailer sells globally across physical retail and eCommerce. In North America, competitive threats were intensifying — market conditions required frequent price changes, and the existing process couldn't keep up. Their merchandising and pricing teams struggled to correct price mistakes quickly and to identify where errors were occurring in the first place.

The root of the problem was their pricing architecture. Prices lived across a host merchandising system, spreadsheets, a separate system for multi-item deals, and eCommerce. When a pricing error occurred, the team had to trace it across all these systems to find the source and push the correction downstream. The process was slow, error-prone, and labor-intensive.

Four business objectives drove the decision to invest in a centralized pricing solution:

• Ability to react quickly and flexibly to local market conditions
• Correct pricing mistakes faster through direct integration into downstream systems
• Better visibility into where errors occur and how prices are built
• Consolidation of all pricing activities into a single system of record

The solution: centralized pricing with direct downstream integration

The implementation replaced the fragmented multi-system architecture with a single centralized pricing platform that manages all price types — permanent prices, hard marks, sales, clearance, promotional prices, and multi-item deals — and distributes them directly to all downstream systems.

Local market flexibility

As competitive dynamics changed, the retailer needed the ability to change prices quickly across local markets. The new platform gave merchandisers the flexibility to set hard marks, sale, clearance, and promotional prices for any product and store combination — with changes generated centrally and distributed to the individual store or eCommerce site in minutes rather than hours.

Price correction time: from 2 hours to 20 minutes

This was the most visible improvement. Previously, correcting a pricing error or sending a midday update took 2 to 2.5 hours. The previous process routed through multiple intermediary systems before reaching the point of sale. With the new platform generating price changes directly for the given stores and distributing files immediately, the same correction takes 20 minutes — an 85% reduction in response time.

At scale, this matters enormously. In a competitive retail environment, a two-hour window where an incorrect price is live affects thousands of transactions. Reducing that window to 20 minutes materially reduces margin exposure from pricing errors.

Visibility into the price stack

Before the new platform, prices were buried in spreadsheets and it was often impossible to determine the actual effective price for an item given overlapping promotions, hard marks, and stackable coupons. Different people controlled merchandising and marketing, and the actual margin impact of a price was unknown until sales data came back.

With the centralized platform, the pricing team can see exactly how any price is built — which promotions are applied, who created them, when they're effective, and what the resulting margin is. Administrators can search across the time horizon to see if a future price change will affect expected margins before it goes live.

When a store identifies a price error, the pricing team can now look up the item, find out exactly which promotions are applied, identify the source of the error, and correct it in minutes — rather than routing through a chain of emails trying to figure out where the problem originated.

Consolidation of pricing activities

The previous process split pricing activities between the host merchandising system, spreadsheets, and a separate system for multi-item deals. The new platform handles hard marks, clearance, sale, promotions, and deals in a single interface — eliminating the coordination overhead between systems and giving the pricing team a single source of truth.

Results

Metric	Before	After
Time to correct a pricing error	2–2.5 hours	20 minutes
Number of systems managing prices	3+ (merchandising, spreadsheets, deals)	1 (centralized platform)
Visibility into price build	Buried in spreadsheets	Full transparency, searchable
Local market flexibility	High manual effort	Any product/store combination, minutes

What this means for your organization

The improvements at this retailer weren't driven by sophisticated optimization algorithms — they were driven by getting the foundation right. A single source of truth for prices, direct integration to downstream systems, and a process that gives teams visibility into what's actually happening with their prices.

Most retailers we work with are closer to the "before" state than they'd like to admit. The fragmented architecture is almost always the result of organic growth — each system was added to solve a specific problem, and the coordination overhead accumulated over time. The good news is that consolidation doesn't require a multi-year program. With the right implementation methodology, retailers can see results within months.

If you're spending significant time chasing pricing errors, if your midday price corrections take hours, or if your team struggles to answer basic questions like "what is our effective price for this item in this store right now" — these are signals that a pricing foundation project would deliver rapid, measurable ROI.