Pricing technology investments are accelerating across manufacturing and distribution, but many organizations still struggle with inconsistent pricing outcomes. Let’s explore why pricing transformation often fails at the execution level, plus how companies can close the gap between pricing strategy and frontline deal execution.
Pricing has become one of the most important growth levers in manufacturing and distribution. Leading organizations are investing heavily in pricing platforms, CPQ systems, AI, analytics, and automation tools to improve margins and respond faster to market changes. But many organizations still struggle to achieve consistent pricing outcomes despite this investment.
That disconnect highlights a growing issue across B2B organizations: Pricing transformation initiatives often fail because execution never changes.
According to The Pricing Execution Gap Playbook from Vendavo and Copperberg, 85% of surveyed organizations still rely on spreadsheets for daily pricing decisions, even as pricing becomes more strategic and technology investments continue to rise. And just 14% of companies describe their pricing environments as fully scalable.
The problem is not a lack of pricing strategy, but a gap between strategy and frontline execution.
Organizations may centrally define pricing rules, successfully deploy modern systems, and invest in advanced analytics, but many pricing decisions still happen outside governed workflows. That often means sellers override recommendations, quotes move offline, approvals stall, and pricing guidance lives in dashboards instead of appearing during live negotiations.
The result is an operational disconnect that quietly erodes profitability, slows deal velocity, and weakens confidence in pricing initiatives.
Pricing Has Moved into the Center of Commercial Performance
Pricing functioned primarily as a downstream process for years. Pricing reacted to market conditions instead of helping shape commercial strategy. But that model no longer works.
Volatile input costs, customer-specific pricing expectations, and the rise of digital commerce have fundamentally changed how organizations compete. Everything is moving faster and in more complex ways, which means pricing decisions must also move faster. Pricing execution needs to be more aligned, or margin leakage will proliferate.
This has made pricing one of the most influential operational capabilities in modern B2B organizations. Manufacturers and distributors understand this shift. Investments in pricing technology have dramatically accelerated, and AI-driven recommendations, rebate automation, CPQ platforms, and pricing analytics are now common across commercial organizations.
But many companies still struggle to operationalize those investments. Let’s explore why.
Technology Alone Does Not Change Behavior
One of the most important insights from The Pricing Execution Gap Playbook is that automation alone does not improve pricing performance. Many organizations successfully deploy new systems without changing how decisions are actually made.
This creates what the report calls “Technology Without Behavior Change.” In these environments:
- Sellers still rely on spreadsheets.
- Pricing teams manually review routine deals.
- Approval workflows create bottlenecks.
- CPQ tools are used only for configuration.
- AI recommendations are ignored or bypassed.
- Teams leave systems to complete deals.
The systems exist, but execution still depends on manual workarounds and individual judgment. This issue is in workflow design and is why so many pricing transformation initiatives stall halfway through modernization: Adoption suffers if pricing guidance sits outside the seller’s workflow. Sellers look for shortcuts when approvals require multiple manual steps. Teams revert to instinct if recommendations are difficult to interpret.
Under pressure, people default to the fastest path available. That path is unfortunately often outside governed pricing systems.
The Real Battleground Is the Quoting Process
Pricing success increasingly depends on what happens during live negotiations, which is why CPQ adoption continues to grow across manufacturing and distribution. Organizations recognize that pricing logic needs to move closer to customer interaction, but investment isn’t enough.
The Pricing Execution Gap Playbook found that 47% of organizations have implemented CPQ, but just 20% use it extensively. Meanwhile, organizations with strong CPQ adoption are six times more likely to achieve top-tier quote-to-conversion performance.
That gap matters.
Many companies implement CPQ primarily to speed up quote generation. The platform helps configure products and assemble proposals faster, but pricing rules, approvals, rebates, and negotiation guidance still sit outside the workflow. Quotes move faster, but pricing consistency doesn’t improve, margins become harder to protect, sellers continue relying on manual judgment, and forecast confidence declines.
True pricing execution happens when pricing guidance that’s aligned to the unique dynamics of each deal appears directly inside the negotiation workflow. The organizations seeing the strongest results are embedding pricing guardrails, approval thresholds, AI recommendations, rebate visibility, margin guidance, and deal scoring directly into the quoting experience. This reduces friction while increasing consistency.
Grab your copy of The Pricing Execution Gap Playbook from Vendavo and Copperberg → Download the Playbook
Why the Pricing Execution Gap Matters
The consequences of fragmented pricing execution are larger than many organizations realize. When pricing decisions are locked in disconnected spreadsheets or relegated to sales team intuition:
- Margins become inconsistent
Similar deals can produce very different outcomes without embedded guardrails and governed workflows. Discounting increases, for example, while overrides become routine and sellers negotiate independently instead of following consistent pricing logic. That inconsistency creates margin leakage across the business. - Approvals slow revenue
Many organizations unintentionally create approval bottlenecks by routing too many pricing decisions through manual escalation. Discounts become the rule instead of the exception, or deals pause while teams wait for approvals through email, spreadsheets, or chat tools. This slows quote turnaround time and frustrates both sellers and customers. - AI and analytics fail to gain trust
Advanced pricing intelligence only creates value if sellers can use it in live negotiations. Teams that lack context into why a price is recommended are unlikely to trust the guidance and more likely to default to their intuition. This often leads to them lowering prices. The problem is not algorithm quality but in execution. - Pricing ownership becomes unclear
Pricing touches sales, finance, product, operations, and commercial leadership, which means accountability becomes fragmented without clear ownership. The Pricing Execution Gap Playbook notes that many pricing questions escalate simply because decision rights are unclear.
Pricing exceptions increase, deals stall, workflows become inconsistent, and system adoption declines as governance weaken. Ultimately, pricing strategies fail to achieve their margin targets as process breaks down. Even strong pricing systems struggle without operational ownership.
Pricing Transformation Requires Operational Alignment
One of the strongest themes throughout The Pricing Execution Gap Playbook is that pricing transformation is an operational alignment initiative rather than a technology project.
Organizations close the pricing execution gap when margin strategy aligns with workflows, pricing logic appears inside deal execution, approval structures support speed and governance, decision rights are clearly defined, sellers trust pricing guidance, and systems become the easiest way to complete deals. This is where pricing moves from reporting function to competitive edge.
Organizations don’t need a multi-year transformation program to begin improving execution, either. The playbook’s 90-day modernization roadmap emphasizes focused operational improvements such as:
- Mapping quote-to-order workflows
- Reducing manual handoffs
- Embedding pricing guidance into quoting tools
- Eliminating spreadsheet dependencies
- Standardizing approvals
- Surfacing rebate logic during negotiation
- Tracking override behavior
- Strengthening seller guardrails
Even small improvements in execution design can produce meaningful improvements in deal speed, margin consistency, seller confidence, forecast accuracy, and customer experience.
The Organizations That Win Will Execute Better
Pricing has already become a boardroom priority. The next competitive advantage will come from operationalizing pricing consistently across frontline selling environments. The companies that move fastest are thus not necessarily the ones with the most technology, but the ones that:
- Simplify pricing decisions
- Reduce friction in workflows
- Build seller trust in pricing guidance
- Align systems with how deals actually happen
- Treat pricing as an ongoing commercial discipline
Execution is becoming the defining factor, and the organizations that close the pricing execution gap will be better positioned to protect margins, improve sales performance, and scale profitable growth.
Download The Pricing Execution Gap Playbook from Vendavo and Copperberg to explore the diagnostic framework, pricing execution scorecard, and 90-day modernization roadmap in greater detail.
Interested in how the right pricing solutions can make all the difference? Connect with Vendavo to speak with pricing experts who help manufacturers and distributors modernize pricing execution, improve governance, and embed smarter pricing decisions directly into frontline workflows.