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Building a Pricing Center of Excellence Inside Your Org

By Glazix | May 29, 2025

How distributors in glass, ceramics, and refractories are transforming pricing from a guess to a competitive edge.

In distribution, pricing has historically been tribal. One salesperson gives a discount based on gut feel. Another sticks to the book. Finance runs periodic margin checks, but the pricing strategy lives somewhere between Excel sheets and memory.

But in today’s volatile, commodity-driven environment—especially in glass and refractory materials—that approach no longer holds. Distributors are waking up to a new model: the Pricing Center of Excellence (PCoE).

What Is a Pricing Center of Excellence?

A Pricing Center of Excellence is not a department—it’s a cross-functional system that centralizes pricing policy, analytics, governance, and tools under one framework. It provides a clear set of rules and resources for how pricing decisions are made, who makes them, and how they’re measured.

For distributors handling volatile input costs (e.g., alumina, silica, soda ash), this system brings discipline and consistency.

A PCoE typically covers:

List price strategy: How baseline prices are set and updated for each SKU.

Cost-plus vs. value-based models: Determining when to use margin floors and when to charge based on client value perception.

Customer segment pricing: Differentiating prices based on account size, industry, or location.

Discount governance: Establishing who can approve deviations and under what logic.

Data tooling: Using real-time margin visibility and dynamic pricing engines.

Why It Matters for Glass and Refractory Distributors

Let’s say you’re selling castables to two clients: a multinational cement plant and a regional boiler maintenance outfit. Historically, both may have received the same price. But the former orders in volume, pays early, and absorbs freight—while the latter orders sporadically and needs handholding.

Without a pricing structure, your margin gets averaged down. With a PCoE, you price based on account behavior—not just item cost.

Distributors that have adopted this approach see benefits like:

Improved average margin per line item

Faster quote turnaround with standardized rules

Stronger sales negotiation backed by data

Reduced pricing disputes and credit memos

Getting Started with a PCoE

Appoint a pricing leader or committee—ideally with members from sales, finance, procurement, and IT.

Create pricing personas: Segment customers by volume, payment terms, product category, and service expectations.

Document your pricing playbook: Define how list prices are built, when they’re reviewed, and how market changes affect them.

Invest in tools: This could be as simple as Power BI dashboards showing SKU-level margins, or as advanced as integrating pricing logic into your ERP/CRM.

Train sales teams: Arm them with defensible pricing logic. Show them how and why margins vary—and when discretion is allowed.

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A Pricing Center of Excellence brings structure to chaos. It lets you stop negotiating by instinct and start pricing with purpose. For glass, ceramic, and refractory distributors juggling hundreds of products and volatile inputs, it’s no longer a luxury—it’s infrastructure. Build it now, and price with confidence tomorrow.


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