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Why are big companies more likely to have problems as they grow bigger? The cruel truth of the business world is: "Small probability × quantity = certainty". When the transaction volume, number of stores, and product lines increase, small probability events will happen sooner or later, and even become a "time bomb"!
This article reveals the real reasons why brands frequently fail, and teaches you how to avoid business crises and build a long-term and stable corporate growth model!
Have you ever wondered why some companies, despite being doing well, suddenly "collapse"? And why some brands always manage to remain steadfast at critical moments?
In fact, the core logic behind this is very simple: a low-probability event multiplied by a sufficient number will eventually become a certainty.
Low-probability events: seemingly insignificant, but actually extremely powerful
In mathematics, a low-probability event refers to something that has an extremely low probability of occurring. For example, the probability of winning the jackpot when you buy a lottery ticket may be only one in millions.
But what if you bought millions of tickets? Winning is almost a sure thing.
The same principle applies to the business world. The probability of a problem occurring in any one link may be very low, but when you increase the number, the occurrence of problems is no longer accidental, but inevitable.
The "butterfly effect" in the business world: the bigger the scale, the higher the risk
A small shop has only a few suppliers and a single source of raw materials. The entire chain is simple and transparent, so the probability of error is naturally low.
However, if this store expands to thousands of stores, with suppliers all over the country and even the world, and the product line expands from milk tea to hamburgers, fried chicken, ice cream... each new link is an additional layer of risk.
The end result is that low-probability extreme events become high-probability events.

Pangdonglai VS traditional retail: Who can stand the test better?
Pang Donglai, a company that has been hailed as a legend by countless people, owes its success not only to its excellent service, but also to its extreme control over the supply chain and management processes.
- There are few links in the supply chain, and all products are strictly screened, so there is no need to worry about "OEM" failures.
- The selection of products is small but fine, and we do not seek large quantities, but only stable quality.
- Strong control to ensure that all links meet the standards, even employeeshappinessFeelings are not let go.
In contrast, many traditional retail supermarkets have a wide range of categories and suppliers, and their quality control is not in place, so the probability of bankruptcy is naturally high.
Brand confidence: When you fall, how many people cry for you?
A true brand does not rely on celebrity endorsements or short-term marketing hype, but rather on long-term accumulation of word of mouth.
When you are attacked and slandered, are there countless people standing up to speak for you?
When you encounter a crisis, is there anyone willing to continue to support you and even take risks for you?
When you fall, is there anyone who truly feels sorry for you?
If the answer is yes, then congratulations, you have achieved true branding.
On the contrary, if a company can only rely on traffic dividends, spend money on advertising, invite celebrities, and find internet celebrities to promote its products, but does not have the support of loyal users, once the traffic disappears, the brand will disappear.
This is why brands need to take steady steps rather than just expand blindly.
Mixue Ice City’s supply chain miracle: building the brand’s most hardcore moat
The success of Mixue Bingcheng is not just because of its cheapness, but also because of its supply chain strategy.
- Grow your own lemons and build your own factory, control cost and quality from the source and do not rely on third-party suppliers.
- Extreme optimization of single productAlthough the product line is rich, each category has strong control over the supply chain.
- Scale Effect, tens of thousands of stores across the country support massive purchases, reduce costs and ensure profit margins.
This is why many brands that “followed the trend” of Mixue Bingcheng eventually collapsed - they did not have their own supply chain and could only rely on external suppliers. Once there was a problem with the supply chain, the brand was doomed.
This also confirms once again: low-probability events × quantity = certain occurrence.
How to reduce the risk of “inevitable explosion”?
1. Don’t expand blindly, focus on core categories
In pursuit of growth, many companies do whatever makes money, but end up becoming a "jack of all trades and master of none" and making mistakes everywhere.
When building a brand, it's better to focus on mastering one product category deeply than to try to do everything.
2. Supply chain control is the lifeblood of a brand
If you cannot control your supply chain, then your brand is not yours, but your supplier's.
Only by taking control of key links and reducing dependence can we lower the probability of "explosion".
3. Quality issues are always the “life and death line” of an enterprise
Building a brand requires 10 or even 100 positive events to make up for one negative incident.
A food safety issue may cause consumers to no longer trust you for the rest of their lives.
I'm not afraid of going slow, I'm afraid of overturning.
Conclusion: The truth of business, an inevitable necessity
There is no business in this world that is guaranteed to make a profit, and all expansions are accompanied by higher risks.
If you don't control the occurrence of low-probability events, you are simply laying the groundwork for future explosions.
For a smart business, success is not determined by who can run faster, but by who can survive longer.
Low probability × quantity = certainty of occurrence. This is not only a mathematical formula, but also an eternal ironclad rule in the business world.
I hope the article "Why Do Large Enterprises Frequently Go Wrong? 'Low Probability × Quantity = Inevitability' Tells You the Truth!" shared on Chen Weiliang's blog ( https://www.chenweiliang.com/ ) will be helpful to you.
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