Human resources departments conduct exit interviews. Surveys attempt to measure engagement. Leadership teams review reports summarizing themes such as compensation, career progression, or work-life balance.

These explanations often contain elements of truth. Compensation matters. Career growth matters. Work environments that consistently exhaust employees eventually push them toward other opportunities.

Yet many experienced leaders have observed a different pattern.

Some of the most capable individuals inside an organization leave not because they are disengaged from the mission, but because they have become frustrated with the system in which they are expected to operate.

These employees are often deeply committed to their work. They care about solving problems, improving systems, and helping the organization succeed. For a time, they bring energy and initiative to their roles.

But gradually their experience begins to change.

Progress becomes difficult to sustain. Initiatives stall in governance processes. Decisions that appear straightforward require extensive alignment across multiple stakeholders. Efforts to improve how the organization operates encounter resistance from structures designed to preserve stability.

Eventually the frustration outweighs the sense of purpose.

And the employee leaves.

The Difference Between Disengagement and Frustration

One of the challenges in understanding employee turnover is that disengagement and frustration can appear similar on the surface.

Disengaged employees gradually withdraw from their work. Their motivation declines, and they contribute only what is required to fulfill their responsibilities.

Frustrated employees behave differently.

They remain engaged for longer periods, often investing significant energy attempting to solve problems or push initiatives forward. They raise concerns about structural inefficiencies, propose improvements, and attempt to navigate the organization’s internal complexity.

But when their efforts repeatedly encounter the same structural obstacles, frustration begins to accumulate.

Over time they reach a conclusion that is rarely stated explicitly.

The system itself is unlikely to change.

When that realization takes hold, departure becomes a rational choice.

When Effort Encounters Friction

The organizations most vulnerable to this pattern are those experiencing high levels of structural friction.

Decision pathways may be unclear, requiring extensive coordination before action can occur. Accountability may be distributed across multiple departments, leaving no single leader empowered to resolve conflicts.

Transformation initiatives may promise change while leaving underlying governance structures untouched.

In these environments, progress often depends less on the quality of ideas and more on the ability to navigate institutional complexity.

For employees motivated by problem solving, this dynamic can be particularly discouraging.

Instead of applying their energy to advancing meaningful work, they find themselves managing internal alignment, negotiating decision authority, or waiting for approvals that seem disconnected from the problem at hand.

The effort required to move even small initiatives forward becomes disproportionate to the outcomes achieved.

The Quiet Signals of Structural Friction

Organizations often notice the consequences of this dynamic before they recognize its cause.

High-performing employees begin accepting opportunities elsewhere. Teams lose individuals who previously demonstrated strong initiative. Recruiting replacements becomes increasingly difficult as word spreads about the internal challenges of operating within the organization.

Leadership teams may interpret these developments through familiar explanations: competitive labor markets, compensation differences, or the allure of new opportunities.

While these factors certainly influence career decisions, they do not fully explain why capable individuals who believe in the organization’s mission ultimately choose to leave.

Often the more powerful factor is structural frustration.

Talented individuals are typically motivated by the opportunity to contribute meaningfully to the success of the enterprise. When the organization’s internal structure consistently prevents them from doing so, the psychological cost of remaining begins to exceed the perceived benefit.

Talent and the Execution Gap

The departure of capable employees also connects directly to the broader concept of the Execution Gap.

As earlier articles in this series have explored, organizations must maintain alignment between strategic intent, organizational capability, and operational execution.

Talent plays a critical role in maintaining that alignment.

Skilled individuals translate strategic ideas into practical solutions. They identify opportunities for improvement, navigate complex operational challenges, and bring the organization’s ambitions closer to reality.

But when the system within which they operate becomes structurally misaligned, even highly capable individuals struggle to generate meaningful progress.

Over time, the frustration created by this misalignment leads many of them to seek environments where their efforts can produce clearer results.

Ironically, the organization may interpret these departures as isolated personnel decisions rather than signals of deeper structural issues.

Yet each departure quietly widens the execution gap.

The Compounding Effect

The loss of capable employees rarely occurs in isolation.

As individuals who are particularly motivated by progress leave the organization, the remaining system gradually shifts toward stability rather than change.

Those who remain may be more comfortable navigating existing structures or less inclined to challenge institutional norms. Governance processes that once slowed initiatives now encounter fewer internal pressures for reform.

The organization continues to function, but its capacity for adaptation diminishes.

Over time, this dynamic can create a subtle but powerful cycle. Structural friction drives away individuals most inclined to address that friction, leaving behind a system that becomes increasingly resistant to change.

From the outside, the organization may appear stable. From the inside, however, the environment gradually becomes less conducive to meaningful progress.

Rethinking Retention

Organizations often respond to talent loss with initiatives focused on compensation adjustments, leadership development programs, or cultural messaging.

While these efforts can provide temporary relief, they rarely address the structural conditions that created the frustration in the first place.

Retaining talented individuals ultimately requires more than improving employee engagement scores.

It requires creating an environment where capable people can see a clear connection between their efforts and meaningful outcomes.

When decision authority is well defined, governance processes support action rather than delay, and accountability structures reinforce ownership, individuals experience their work differently.

Progress becomes visible. Effort translates into results. Initiative is rewarded rather than absorbed by institutional complexity.

In such environments, capable individuals rarely feel compelled to leave.

Talent as a Structural Indicator

From a leadership perspective, the departure of strong employees should be interpreted as more than a staffing challenge.

It can serve as an indicator of deeper structural dynamics within the organization.

When talented individuals consistently struggle to move initiatives forward, their frustration may reveal misalignments in governance design, decision authority, or operational clarity.

Listening carefully to these signals can provide valuable insight into the health of the organization’s execution environment.

Because while compensation and culture certainly influence career decisions, capable people rarely leave environments where their work produces meaningful impact.

More often, they leave systems that quietly prevent them from doing the work they came to do.

If this is landing close to home — if your organization is hitting the kind of friction this series describes — I run a short diagnostic that identifies specifically where the problem lives and what to do about it first

Five questions. Ten minutes. No obligation.

Take the Signal Check

The Execution Gap Series

• The Billion-Dollar Industry Built Around Fixing Nothing

• How Organizations Accumulate Structural Friction

• The Leadership Illusion Inside Modern Corporations

• The Structural Reason Executives Avoid Accountability

• Why Transformation Programs Quietly Collapse

• The Slow Death of Corporate Capability

• Why Decision Rights Are the Highest-Leverage Intervention

• Why Good People Leave Organizations

• Why Strategy Alone Cannot Fix a Broken Organization

• What Operating Clarity Actually Looks Like

Kent Hallmann is the founder of PrecisionPath Consulting. He works with executives at growing organizations to diagnose and eliminate the structural friction slowing execution. Fixed fee. Defined scope. No 50-slide decks.

precisionpathllc.com · linkedin.com/in/bkhallmann

Subscribe to receive new essays from The Execution Gap.

Here is a question most sales leaders and CFOs cannot answer cleanly:

What did it actually cost you to win your last deal?

Not what was in the contract. Not the cost of goods or delivery. What did it cost your organization to pursue that deal from first contact to signed agreement?

If you’re like most growing companies, the honest answer is: you don’t know. Not precisely. Maybe not even approximately. And that gap — between what a deal appears to cost and what it actually costs — is quietly eating the profitability you think you’re building.

“The most dangerous number in business is a revenue figure without the cost of the chase attached to it.”

This article is about pursuit costs — the real, measurable expense of chasing a deal — and why they almost never show up in the conversation about whether a deal is worth winning in the first place.

Where Pursuit Costs Actually Live

In most organizations, the cost of pursuing a deal doesn’t live in the deal. It lives in SG&A.

Selling, General & Administrative expenses — the catch-all bucket where salaries, travel, tools, overhead, and a hundred other costs get aggregated and reported at the company level, not the deal level.

This is where the distortion begins. When you aggregate pursuit costs into SG&A, you do something that seems administratively convenient but is strategically dangerous: you make the cost of chasing the wrong deals invisible.

Your P&L looks clean. Your gross margin on closed deals looks strong. Your leadership team reviews the numbers and sees a healthy picture. But buried inside that SG&A line, spread across every pursuit you ran this year — the ones you won, the ones you lost, and the ones you should have walked away from in week two — is a cost your business is absorbing without ever examining it.

What actually constitutes a pursuit cost?

Sales team time (salaries + benefits prorated to pursuit hours) • Pre-sales and solution engineering time • Executive involvement • Proposal and RFP development • Legal review of NDAs and preliminary terms • Travel, entertainment, and site visits • Demonstrations, pilots, and proof-of-concept work • Internal coordination and meetings • Opportunity cost of time not spent on other pursuits

Add it up for a single enterprise pursuit and you will frequently find a number that surprises you. A six-month pursuit of a $500,000 contract, involving a salesperson, a pre-sales engineer, periodic executive engagement, one proposal, one site visit, and three rounds of legal review, can easily represent $40,000 to $80,000 in real internal cost — before a single dollar of work has been delivered.

That cost is real. It was paid. But because it never gets attributed to the deal, it never factors into the decision of whether the deal was worth pursuing. And that’s the problem.

The Math Nobody Is Running

Let’s make this concrete. Consider a mid-size professional services firm with a 30% win rate on competitive pursuits. They pursue ten deals a year at an average contract value of $400,000.

THE DEAL AS IT APPEARS IN THE P&L

Average contract value (3 wins) $1,200,000

Estimated gross margin (40%). $480,000

SG&A (reported at company level). ($310,000)

Operating income (as reported). $170,000

THE DEAL WITH PURSUIT COSTS ALLOCATED

Average contract value (3 wins). $1,200,000

Estimated gross margin (40%). $480,000

Pursuit cost — 3 wins @ $45K each. ($135,000)

Pursuit cost — 7 losses @ $35K each. ($245,000)

Total pursuit cost burden. ($380,000)

True operating income. $100,000

Same company. Same year. Same revenue. The operating income just dropped by 41% — not because anything changed, but because we finally looked at the full cost of the chase.

And here is the part that should stop you: $245,000 of that cost — 64% of the total pursuit expense — was spent on deals you didn’t win.

“The cost of the deals you lost is being paid by the deals you won. Most companies never see that math.”

This isn’t a hypothetical. This is how the economics of sales-intensive businesses actually work. The question is whether you’re managing it — or just absorbing it.

The Deal That Looks Right But Costs Everything

Here’s the pattern I see most often in growing companies: the pursuit problem isn’t evenly distributed. It concentrates around a specific type of deal.

The big one.

The transformational contract that would change the trajectory of the business. The logo that would open doors. The revenue that would let you finally hire the team you’ve been understaffing. Everyone in the organization can feel the pull of it.

And so the company chases it. Hard. For months. Pulling in executives, stretching the pre-sales team, building custom proposals and decks and demonstrations. The CEO is on calls. The CFO is reviewing terms. Half the leadership team has touched it in some form.

And then the deal either closes — at margins that got compressed in negotiation because you wanted it too badly — or it doesn’t close, and all of that pursuit cost disappears quietly into SG&A like it never happened.

Either way, nobody runs the post-mortem on what it actually cost to chase that deal. Nobody asks whether the executive hours spent on a pursuit that stalled for six months would have been better allocated elsewhere. Nobody calculates the pipeline that didn’t get worked because the team’s attention was consumed by the big one.

The Prestige Deal Trap

The larger and more visible the deal, the more likely pursuit costs are to be dramatically underestimated. Large deals require more stakeholders, more custom work, longer sales cycles, and more executive involvement — all of which are expensive. They also compress margins in late-stage negotiation because by the time you’ve invested six months of pursuit cost, the sunk cost psychology kicks in and rationality leaves the room.

The Real Cost of Poor Qualification

If pursuit costs are real and significant, then the decision of which deals to pursue deserves the same rigor as any other capital allocation decision. But in most organizations, it doesn’t get that.

Sales qualification frameworks exist — MEDDIC, BANT, Challenger, and a dozen others. Most sales teams know them in theory. Very few apply them with the financial discipline the decision actually requires.

The question that should anchor every deal qualification conversation isn’t ‘can we win this?’ It’s ‘what will it cost us to find out if we can win this, and is that investment justified by the probability and value of the outcome?’

That’s a different question. It requires attaching a number to the pursuit before the pursuit begins. It requires estimating, even roughly, how much internal resource this deal will consume at each stage. And it requires someone with authority to say ‘this isn’t worth what we’d have to spend to win it.’

“Not pursuing a deal is a decision. Most companies treat it as a failure. The companies with the best true margins treat it as discipline.”

The organizations that do this well share one characteristic: they have genuinely internalized that a lost pursuit is not a zero-cost event. It cost something. The question is whether it cost the right amount for the right probability.

When that discipline is absent, sales teams chase volume because volume is what’s measured. The pipeline gets loaded with deals that feel good but consume disproportionate resources. Win rates stay flat, pursuit costs compound, and true margins erode — all while the top-line revenue trend looks acceptable.

What Gets Measured Gets Managed. What Doesn’t Gets Subsidized.

The reason pursuit costs end up in SG&A isn’t malicious. It’s structural. Tracking pursuit costs at the deal level requires discipline that most growing companies haven’t built yet. It requires sales teams to log hours. It requires leadership to estimate time allocation. It requires someone to do the math that the accounting system never does automatically.

It’s easier to let it aggregate. And so it does.

But here is what that convenience costs you strategically: when pursuit costs live in SG&A, they become a management problem instead of a sales problem. The CFO looks at an SG&A ratio that seems high and asks for budget cuts. Headcount gets scrutinized. Travel gets restricted. Tools get canceled. And none of those interventions touch the actual driver of the cost, which is the volume and quality of deals being pursued.

You end up managing the symptom — SG&A as a percentage of revenue — instead of the cause, which is an undisciplined pursuit strategy that is spending real capital on the wrong opportunities.

The hidden cost multiplier most companies miss

Pursuit costs don’t just affect the deals you lose. They affect the deals you win. When your best salespeople and pre-sales engineers are consumed by a six-month pursuit, they are not working other pipeline. The opportunity cost of their time — the deals that didn’t get pursued, the relationships that didn’t get developed, the renewals that didn’t get the attention they needed — compounds the cost of a poor pursuit decision in ways that never appear on any report.

Making Pursuit Costs Visible Without Building a Bureaucracy

The solution here is not to add a layer of administrative overhead that frustrates your sales team and slows down your pipeline. It’s to build a lightweight framework that makes pursuit economics visible at the decision point, not in the post-mortem.

Three things that work in practice:

01 Assign a pursuit cost tier to every deal at qualification.

Not a precise number — a tier. Low (under $10K internal cost to pursue), Medium ($10K–$40K), High (over $40K). The discipline of assigning the tier forces the conversation about what this deal will actually demand from the organization. Tier assignments should be based on deal complexity, required customization, sales cycle length, and executive involvement expected.

02 Track executive time as a pursuit cost, not overhead.

CEO and COO time is the most expensive and most consistently undervalued line in a pursuit budget. When a senior executive spends four hours on a sales call, a proposal review, and a client dinner for a single deal, that is a real cost. Even a rough estimate — based on total compensation divided by working hours — attached to the deal gives the team a more honest picture of what the organization is investing.

03 Run a quarterly pursuit cost reconciliation.

At the end of each quarter, calculate total estimated pursuit cost by segment: deals won, deals lost, and deals still active. Compare it to gross margin on won deals. If you find that pursuit cost on lost deals is exceeding 20–25% of gross margin on won deals in the same period, you have a qualification discipline problem that no hiring plan, commission restructure, or SG&A budget cut will fix.

None of these require a new system. None of them require a dedicated analyst. They require a decision that pursuit economics matter and a commitment to spending thirty minutes per quarter actually looking at the numbers.

The Deeper Strategic Question

There is a harder conversation underneath all of this that most organizations aren’t having.

If you were to allocate pursuit costs accurately to every deal in your pipeline — if every opportunity had a real, estimated cost of chase attached to it — which deals would you still pursue?

For most companies, the honest answer is: fewer than they currently are.

Not because their sales team is undisciplined or their pipeline is poorly managed. But because deal pursuit decisions are almost universally made on revenue potential and win probability without a third variable: the cost and distraction of the pursuit itself.

Add that third variable and the math changes. The $200,000 contract that requires a six-month pursuit and heavy executive involvement might be less profitable at the deal level than three $80,000 contracts that close in six weeks with minimal pre-sales effort. But nobody is running that comparison because the pursuit costs of the first deal are invisible.

“Revenue potential without pursuit cost is like evaluating a real estate investment by looking only at the sale price. The number that matters is what’s left after you account for what it cost you to get there.”

The companies that figure this out — that build pursuit economics into their go-to-market discipline — don’t just improve their margins. They improve their team’s focus. They reduce the exhaustion that comes from chasing deals that drain energy without delivering returns. They get better at saying no, which is the only way to get better at saying yes to the right things.

The Number That’s Been There All Along

Cost of sales as a line item will always look cleaner than the reality of what selling actually costs. The accounting will always be tempted to aggregate, to smooth, to make the P&L readable at the expense of making it honest.

But the real cost of cost of sales isn’t in the number on your income statement. It’s in the number that doesn’t appear anywhere — the capital your organization spent pursuing the wrong deals, the executive hours absorbed by pursuits that were never likely to close, the pipeline that didn’t get worked while the team was distracted by the deal that felt important but wasn’t profitable.

That number has been there all along. You’ve just been calling it SG&A.

“The question isn’t whether you can afford to track pursuit costs. It’s whether you can afford not to.”

If this is a conversation your leadership team hasn’t had yet, it’s worth having. Not because the accounting is broken — but because the decisions being made downstream of that accounting are being made with incomplete information. And in a market that’s moving as fast as north DFW is right now, incomplete information has a cost too.

About PrecisionPath Consulting

PrecisionPath helps executive teams in north DFW diagnose the gaps between strategy, leadership, and execution — and build a clear, practical plan to close them. If your organization is growing fast and starting to feel the friction of decisions being made without the full picture, we’d like to talk.

precisionpathllc.com • info@precisionpathllc.com • “Built for Leaders Who Refuse to Guess.”

I’ve watched this play out across dozens of organizations. A VP notices too many errors in vendor payments. Solution? Implement a three-tier approval process. Problem solved.

Except now routine $500 purchases take 11 days and require input from people who add no actual value to the decision. The approval process costs more in delayed projects than the errors it prevented ever did.

Max Weber called bureaucracy the most efficient form of organization. He wasn’t wrong—initially. The problem is what Robert Merton identified decades later: goal displacement. The means become the end. We forget we created the process to serve a purpose, and the process itself becomes the purpose.

Here’s what the research shows:

📊 Boston Consulting Group’s complexity research found that organizational complication has increased 6x over the past 60 years, while human capability hasn’t changed.

📊 The average enterprise employee now spends 60% of their time on “work about work”—coordinating, seeking approvals, updating systems—rather than the actual work that creates value.

📊 Each additional layer of management reduces productivity by 3-5% on average, yet companies keep adding layers.

The mechanism is predictable:

Phase 1: Problem identified → Process created → Immediate improvement

Phase 2: Process becomes routine → Context changes → Process remains

Phase 3: New problems emerge → More processes added → Original context forgotten

Phase 4: Processes interact in unexpected ways → Efficiency collapses → But removal seems too risky

Transaction cost economics teaches us that coordination has costs. But we systematically underestimate these costs because they’re distributed, invisible, and don’t show up on quarterly reports.

Meanwhile, the benefits of bureaucracy are concentrated, visible, and measurable: “We reduced payment errors by 47%!” (We just don’t measure the $2M in delayed product launches.)

This is the efficiency trap: solutions that work become problems that persist.

The question isn’t whether to have processes. The question is: do you manage your processes, or do they manage you?

Next in this series: why this problem accelerates catastrophically as organizations scale.