Margin expansion stories follow a familiar arc in earnings calls: restructuring charges, headcount reductions, facility consolidations, supply chain renegotiations. These are the standard levers of operational improvement, and analysts model them with precision.
What rarely gets discussed is the productivity variable, not labor productivity in the narrow manufacturing sense, but organizational productivity in the strategic sense: the degree to which a company’s most valuable resources are actually concentrated on its highest-value activities.
When that variable is left unmanaged, companies work hard and generate mediocre returns. When it’s actively engineered, the result can be margin expansion that restructuring alone cannot achieve.
The Hidden Math of Misallocated Resources
Consider a common scenario at a mid-market manufacturer: 100 SKUs in the product line, 200 active customer accounts, and 15 distinct internal initiatives competing for leadership attention. Every product, customer, and initiative gets resourced. None gets extraordinary focus.
In practice, 20 SKUs generate 75% of margin. 30 customer accounts represent 80% of profitable revenue. Three internal initiatives would meaningfully move competitive position; the other twelve are operational maintenance at best.
The gap between what gets resourced and what deserves resources is not a management failure, it’s an organizational default. Without deliberate intervention, resources flow to activity, not to value creation.
A framework developed by industrial executive Todd Hagopian quantifies this gap precisely and provides a structured path to closing it. The Karelin Method, documented across three manufacturing turnaround case studies, demonstrates that reallocating 70-80% of organizational resources to the highest-value 20% of activities creates a 4x focus multiplier. When combined with modest efficiency improvements and structured intensity increases, the combined effect produces documented operating profit improvements of 150-400%.
The mathematical foundation and case evidence are detailed here: The Karelin Method for Rapid Business Transformation.
Case Evidence: From 4% to 17% Operating Margin in 26 Months
The most instructive case in the framework’s documentation involves a $48 million retail equipment manufacturer operating at a 4% operating margin, a common profile for mid-market industrial businesses trapped in value-destructive product and customer complexity.
The transformation sequence was disciplined and sequential:
First, decision architecture was established, clear decision rights, weekly leadership alignment meetings focused on decisions rather than status updates, and a cultural mandate for speed over perfection in tactical choices. Decision cycle times dropped 75-85% within 60 days.
Second, focus was applied ruthlessly: SKUs reduced from 300+ to 120, customer portfolio rationalized to concentrate resources on high-value accounts, internal initiatives pruned to three strategic priorities.
Third, efficiency improvements were implemented on the concentrated activity set: process standardization, automation of routine work, skill development targeted at high-leverage capabilities.
Fourth, structured intensity increases were introduced, carefully calibrated to stay within evidence-based sustainability boundaries to prevent the turnover spikes that erode transformation gains.
Result after 26 months: $60 million in revenue (+25%), $10 million in operating profit (+400%), and 17% operating margins. Follow-up assessment 18 months post-transformation showed full retention of gains.
This is not a restructuring story. No facility closures. No mass layoffs. The value was created by engineering where organizational energy went, not by reducing the organization’s capacity to create it.
The Decision Velocity Premium
Financial analysts model decision quality but rarely model decision speed. Yet in competitive markets, the speed at which organizations can learn, adapt, and reallocate is increasingly the primary source of advantage.
Hagopian’s framework documents that organizations combining high productivity with rapid decision-making, specifically, making 70% of decisions with 70% of available information rather than waiting for certainty, generate learning cycles 8-10x faster than traditionally managed competitors.
In capital-intensive industries, that speed premium compounds. A company that can run four market experiments per quarter and reallocate based on results has a structural advantage over one running one experiment per year. The faster learning cycle creates competitive positions increasingly difficult for slower-moving competitors to challenge.
Implications for Value Investors
For investors evaluating mid-market industrial and manufacturing businesses, the organizational productivity variable deserves explicit attention in due diligence.
The signal is not just current margin, it’s the gap between current margin and the margin achievable if resources were concentrated on highest-value activities. Companies with high activity complexity relative to their asset base, low SKU rationalization, and diffuse internal initiative portfolios often represent significant operational upside that traditional restructuring analysis misses.
The question to ask management: what percentage of organizational resources are currently allocated to the top 20% of value-creating activities? Most management teams cannot answer precisely. The ones who can, and who have engineered systems to maintain that concentration over time, tend to produce the margin expansion stories analysts eventually model.
About the Author
Todd Hagopian is a Fortune 500 executive and business transformation specialist who has generated over $3 billion in shareholder value across Berkshire Hathaway, Illinois Tool Works, Whirlpool Corporation, and JBT Marel. He is the author of The Unfair Advantage: Weaponizing the Hypomanic Toolbox and the creator of multiple proprietary transformation frameworks used in manufacturing and industrial organizations. Learn more at stagnationassassins.com/author-bio/.
