Efficiency is a seductive lie that we tell ourselves to justify the removal of human nuance from our professional lives. We assume that by consolidating power into a single, streamlined point of authority, we are reducing the risk of error and increasing the speed of the machine.
This is a fundamental misunderstanding of how complex systems actually function in the real world. When we take the ability to make a decision away from the person standing in the room and give it to a person standing in a cubicle away, we are not making the system more efficient. We are simply making it more blind.
We are trading the sharp, immediate clarity of a local manager for the dull, averaged-out guesses of a central approval queue.
The Erosion of Discretionary Authority
The first step in this process of decay begins with the erosion of discretionary authority, which refers to the power of an individual to act according to their own judgment rather than a rigid set of instructions. In the early days of any successful enterprise, the floor manager is the primary engine of resolution.
When a manager recognizes of loyalty in a customer’s face, they don’t need a manual. They need the authority to act.
If a long-time member walks into a venue and experiences a minor technical glitch, the manager looks at the person and recognizes a decade of loyalty. The manager sees the frustration on the customer’s face and makes a snap decision to offer a credit or a complimentary service.
This act of judgment is instantaneous because the manager possesses the full context of the situation. The cause is the manager’s proximity to the event, and the effect is a satisfied customer who feels seen and valued by the institution.
Growth and the Nervous Executive
However, as an organization grows, the leadership inevitably becomes nervous about the variation that this local freedom introduces. They begin to worry about the lack of tacit knowledge, which is the kind of information that is difficult to transfer to another person by means of writing it down or verbalizing it.
To solve this perceived problem, the executives design a centralized approval queue. They dictate that all non-standard resolutions must now be uploaded into a digital portal where a separate team will review them.
Epistemic Distance
The intent is to create a universal standard of fairness, but the result is a massive increase in epistemic distance, which is the gap between the person making a decision and the reality of the situation on the ground.
The Graveyard of Good Intentions
I once believed that this kind of centralization was the only way to ensure safety and fairness in my work as an addiction recovery coach. I was managing a team of mentors across several cities, and I became convinced that every single intervention needed to be approved by a central committee to prevent “rogue” coaching styles.
“I thought I was protecting the integrity of the program by forcing every decision through a single filter. I was wrong, and I realized my mistake when I saw a mentor waiting for for an approval to stay late with a struggling client.”
– Author’s Reflection
The queue did not understand the urgency of a human crisis; it only understood the order of the tickets. By the time the approval came through, the moment of connection had passed, and the client had walked away. I had turned the system off and on again, hoping to reset the “bugs” of human judgment, but I had only succeeded in deleting the heart of the service.
The Latency of Respect
The failure of the queue is largely a matter of latency, which is the time delay between the initiation of a process and the emergence of its results. When a floor manager forwards a request to a central hub, they are adding a layer of temporal friction that the customer feels as a lack of respect.
The customer does not see a sophisticated organizational structure; they see a person in a suit who is no longer allowed to think for themselves. The cause is the removal of agency from the local level, and the effect is a slow-burning resentment that eventually drives the most valuable members to look for an alternative that respects their time.
From Manager to Data Entry Clerk
In this environment, the floor manager eventually adopts a lazy heuristic, which is a mental shortcut that allows a person to solve problems and make judgments quickly and efficiently. Since they no longer have the power to approve a solution, they stop looking for creative ways to help the customer altogether.
Distributed Intelligence
Empowered manager solves the issue in seconds based on loyalty and nuance.
Centralized Queue
“The system won’t let me.” Manager waits for a remote ticket while the user leaves.
They simply tell the member that “the system won’t let me,” and they wait for the queue to do the thinking for them. This creates a state of intermediation, which is the act of bringing in a third party to handle a transaction that used to be direct. The manager becomes a mere data entry clerk, and the member becomes a line item on a spreadsheet.
The Algorithmic Cold
The rise of algorithmic management has only accelerated this problem by replacing the human queue with a software-driven one. Algorithmic management is the use of computer programs to coordinate work and make decisions about personnel and customer service.
While these programs can process data at an incredible speed, they are incapable of understanding the nuance of a specific human interaction. If a customer is having a bad day or if a specific machine is acting strangely, the algorithm does not care. It only follows the logic of its code.
The cause is the desire for mathematical certainty, and the effect is a cold, mechanical environment that treats people like interchangeable units of consumption.
The Communication Dead-Zone
Request Sent
Response Arrives
In that window, the reality of the situation has shifted entirely.
When we force every decision into a central queue, we also suffer from asynchronous communication, which is the exchange of messages where the participants are not required to be present at the same time. The floor manager sends a message at , and the central office responds at .
In that two-and-a-half-hour window, the reality of the situation has shifted entirely. The customer has left, the manager has become frustrated, and the opportunity for a meaningful resolution has died. The queue is a graveyard for good intentions because it lacks the temporal urgency that defines successful service.
Cybernetic Atrophy
Furthermore, this reliance on central authority leads to a dangerous form of cognitive offloading, which is the use of physical or digital tools to reduce the mental effort required to perform a task. Because the managers are no longer required to exercise their judgment, their ability to do so begins to atrophy.
They lose the “muscle memory” of high-stakes decision-making. Over time, the organization finds itself with a leadership team that is incapable of handling a crisis without a manual. This is a classic problem in cybernetics, which is the science of communications and automatic control systems in both machines and living things.
A system that is too rigid cannot adapt to a changing environment; it can only repeat its programmed responses until it finally breaks.
The 100% Compliance Illusion
The operational friction created by these queues is often invisible to the people at the top of the pyramid. They see reports that show “100% compliance” with company policy, and they congratulate themselves on a job well done.
They do not see the thousand small betrayals of customer trust that happen every day because a local manager was prevented from doing the right thing. They do not see the talented employees who quit because they are tired of being treated like children who cannot be trusted with a $50 credit. The cause is a focus on metrics over meaning, and the effect is a hollowed-out company that is vulnerable to any competitor who is willing to trust their own staff.
Embracing Distributed Intelligence
To fix this, we must embrace the concept of distributed intelligence, which is a system where the “brain” of the company is spread across every point of contact rather than being confined to a single skull at the headquarters.
We need to give the floor managers their power back. We need to accept that there will be small inconsistencies and that a few mistakes will be made, but those mistakes are a small price to pay for a system that is alive and responsive.
“The same queue that promises to protect the organization eventually starves the manager of the very judgment required to save it.”
In the end, the centralized approval queue is not a tool for growth, but a tool for containment. It is designed by people who are afraid of the unpredictable nature of human beings. But the unpredictable nature of human beings is exactly what makes a business worth visiting.
It is the reason we prefer a live dealer over a computer-generated animation, and it is the reason we stay loyal to a brand that treats us like individuals rather than tickets.
If you want to build something that lasts, stop trying to control every move from the center. Move the decision back to the floor, where the people can see what they are doing. The queue might be empty, but your venue will be full.