Why Companies Lose Money When Everyone Hits Their Targets: The Flaw in KPI Design
A KPI is not the goal; it is merely an instrument to measure whether the organization is heading toward its true objective.
When sales teams are incentivized solely on topline revenue while field service and engineering costs remain hidden, every department can hit its individual targets while the company bleeds money. This is not a personal performance defect; it is a structural failure where metrics cease to be tools and become the game itself. When incentive structures fail to balance cross-departmental costs, organizational blindness becomes inevitable.
The Hidden Balance Sheet of a $300 Field Installation
Everyone hits their target, yet the company loses money.
Let’s look at a concrete, fresh field example of what happens when KPIs are improperly structured and transformed from a measurement tool into the ultimate objective.
In a large industrial enterprise, the primary KPI for the sales team is pure topline revenue. To close deals and satisfy clients, installation services, site commissioning, and field support are discounted as steeply as possible.
Recently, a real case came across my desk: A customer installation in a distant city. Two senior engineers will travel on-site and stay for three days of commissioning. The total service price invoiced to the client: $300. In reality, a single night of hotel accommodation for two engineers already exceeds $300.
Forcing Employees to Play the Wrong Game
Can you blame the sales representative in this scenario?
The organization gave them a single target: “generate revenue.” Profitability was never established as a constraint or KPI boundary. The true cost of field engineering doesn’t even appear on their departmental dashboard. So they do exactly what they were incentivized to do: they intentionally slash service pricing to close the hardware deal, bill $300, and log a +$300 revenue gain on their sheet.
Meanwhile, what actually happens to the company’s ledger?
Three full working days of specialized engineering labor, airfare, local transportation, hotel lodging, per diems, and the massive opportunity cost of not deploying those engineers to high-margin revenue projects remain entirely absorbed by the company.
Worse, this cost rarely appears against sales performance. It gets allocated as an operational expense under technical service, field engineering, or deployment operations.
At the end of the year, executive reviews reveal a surreal dynamic:
- Sales is hailed as a high-performing success for hitting revenue quotas.
- Technical service is criticized as “expensive” and “unprofitable.”
- Field installation teams are accused of draining corporate resources.
On paper, every departmental metric is accurate; in reality, the company is deceiving itself. The root cause is not an irresponsible salesperson giving a bad discount; it is the executive team forcing its people to play the wrong game.
A System Architecture Problem, Not a Personnel Defect
Afterwards, leadership convenes to debate why the enterprise is unprofitable despite universal individual quota attainment.
When margins collapse, hindsight bias sets in and everyone claims they saw it coming. Yet Goodhart’s Law identifies the real systemic flaw: When a measure becomes a target, it ceases to be a good measure.
A KPI is not the destination. It is merely a compass used to determine whether the organization is moving toward its actual strategic goals.
This dynamic is not a personal discipline failure; it is an architectural design defect. Without fixing the incentive structure and metric design, telling employees to “act more responsibly” accomplishes nothing.
📚 References
Goodhart, C. A. E. (1975). Problems of Monetary Management: The U.K. Experience. Reserve Bank of Australia.
Kerr, S. (1975). On the folly of rewarding A, while hoping for B. Academy of Management Journal.
Goldratt, E. M., & Cox, J. (1984). The Goal: A Process of Ongoing Improvement. North River Press.
📋 Related Links
🌐 LinkedIn Post: Flawed KPI Design and Hidden Organizational Costs
🔗 Leadership & Culture: The Culture of Silence and Control Mechanisms: Who is the Most Dangerous Employee?
📄 Support & Service Architecture: Technical Knowledge Management and L1/L2 Support Architecture in After-Sales Services
📂 Cost & Process Engineering: The Cheap LLM Illusion: Why Cost Per Successful Run Matters More Than Token Price