Suppose a support team reduces average call time, but customers start calling twice because the first conversation no longer resolves enough. The team meets its target while the customer spends more time trying to get help.
Nobody has to be deliberately exploitative for this to happen. The shorter calls are real, and the decision may make sense from the perspective of the department making it. Part of the cost has appeared somewhere its measurement doesn’t reach. If the company keeps counting the savings without accounting for the extra work customers are doing, it can continue treating a worse service as an improvement.
Where did the cost go?
A lot of operational improvement eliminates unnecessary work. Better software can prevent an error that people previously spent hours correcting. A simpler approval process can get the same decision made without requiring several people to review it. Those changes can save time for everyone involved.
Other improvements move the work. Self-service is useful when a customer can solve something in two minutes instead of waiting for somebody else to do it. The exchange changes when the company removes a support task from payroll by asking thousands of customers to spend twenty minutes figuring out an interface the employee used to understand for them.
Supply chains make that movement easier to see. A company may reduce the inventory it finances by requiring suppliers to keep more stock available and respond on shorter notice. The stock still has to be financed, and the supplier now has more money committed to it. Whether the arrangement works well depends partly on what the supplier receives in return and how much uncertainty it can afford to absorb.
Some costs fall outside the immediate business relationship altogether. A physical operation may depend on water or shared infrastructure whose full costs aren’t represented in its accounts. Paying its own bills doesn’t necessarily tell us what the operation costs the surrounding community. We need to understand those effects before calling the arrangement efficient.
What happens as the relationship continues?
Every business uses resources. Employees spend time at work, and equipment eventually needs to be repaired or replaced. The fact that something gets used tells us little about whether the arrangement is extractive. I’m more interested in whether the people and systems involved can sustain their participation, and what the relationship makes possible for them over time.
An employee can put considerable effort into a job while earning a good income and developing expertise that gives them more choices. A team can also meet every target by repeatedly asking experienced people to do more than they can sustain. That may work for a while, especially when those employees care about the work, but the company is relying on effort it cannot assume will remain available indefinitely.
Customers can continue paying because a product remains useful or because leaving has been made deliberately painful. Those mechanisms may produce similar retention numbers for a while. A customer who stays to avoid the difficulty of getting out hasn’t necessarily decided the service is worth keeping, and the retention figure won’t tell you how much they resent the arrangement.
Extraction can become ordinary business practice when a company repeatedly draws on someone else’s capacity without leaving them enough to continue on viable terms. The company may keep recording a benefit long after the arrangement has become difficult for the other participant. Their difficulty matters even when they have little power to pass the cost back to the company causing it.
Owners can be extracted from too
In small businesses, the owner’s contribution can disappear into the economics of the company. A business may produce a respectable income while the owner works sixty hours a week and remains available for customer problems on weekends. That availability rarely gets priced as it would if the company had to buy it from someone else.
Retirement can expose the difference quickly. If replacing the owner’s daily work requires two salaries, some of the company’s apparent efficiency came from one person doing several jobs. There may also be years of knowledge to transfer before either replacement can work independently. The owner has been providing that knowledge whenever it was needed, without the company having to develop another way to make it available.
The same issue can appear long before retirement. An owner who cannot take a week away is providing something the organization still needs to learn to do without them. Revenue alone won’t tell us how much of the owner’s life the current model requires, or what would have to change for them to get some of it back.
AI gives us more capacity to allocate
An employee who spent six hours a week preparing reports may now need one. Those five hours are a real saving, but introducing the automation hasn’t settled what happens to them. The employee may still have a week’s worth of work waiting once the reports are finished.
If every saved hour immediately becomes another hour of expected output, employees experience technological progress mostly as a rising baseline. That is particularly consequential for a team already working overtime. The company can introduce successful automation while leaving the workload that made people exhausted largely unchanged.
The saved time could instead make it possible to address recurring problems the team has never had time to examine. An employee who no longer spends most of a day assembling reports could investigate why the same errors keep appearing in them. That work may prevent more wasted time later, while giving the employee a chance to use judgment the old task rarely required.
Reducing overtime is also a legitimate use of the gain. A shorter workweek may become practical once enough administrative work has disappeared. Both involve a business decision about what the new capacity is for; neither follows automatically from installing the technology.
“That’s just business” hides a lot of design
“The supplier agreed to the contract” may be true without telling us much about the supplier’s position. A large customer can negotiate longer payment terms from a small vendor that cannot comfortably afford to lose the account. The contract might remain profitable for both parties while leaving the supplier with much less room to manage a late payment or an unexpected expense. A supplier that can barely finance its commitments has little room to invest in its own operation. Better terms may allow it to become a more reliable and capable partner, with benefits that won’t appear in a comparison of purchase prices alone.
ShanVic exists partly because we want to examine those consequences alongside the immediate result. The Cubed Method™ looks across People, Processes, and Products because a change can affect them on different schedules. A process may produce more output this quarter while contributing to experienced employees leaving next year. Looking at both effects gives us a more useful assessment of the change than declaring it successful when the first number improves.
When employees have time to improve the way work gets done, the company can benefit from knowledge it previously had little opportunity to use. Supporting that work requires leaving some room in the schedule before all of the benefit can be demonstrated. Filling every available hour with immediate demand rules it out in advance.
Designing for something other than depletion
A serious alternative to extraction still has to make money. A business may need to end a contract or cut a service people value because continuing it is no longer viable. A decision that disappoints someone isn’t, by itself, evidence that the company is extracting from them.
We can start by following the work behind a proposed cost reduction. If someone will still have to do it, their time belongs in the assessment even when it won’t appear on our payroll. That may change which option looks worthwhile, or reveal that the proposal needs more work before it delivers the improvement being claimed. A business doesn’t need every exchange to benefit everyone equally. It should be able to explain what its gains require of the people providing them and whether those people can keep participating on terms that work for them.