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Writer's pictureAnthony Peccia

The Easier, Faster, and Cheaper Way to Hacking Complex Ambiguous Problems


The above is a pictorial summary of the steps for solving messy complex problems. Next, we will delve into each of the components.

Imagine confronting a challenging, complex, and ambiguous problem, such as formulating a business strategy for a struggling company or devising a risk reduction plan for a highly intricate transaction. These challenges inherently involve numerous interconnected components, many of which are hidden, and the relationships and interactions among the components are often unclear or unknown. There are no readily available solutions that you can look up and adapt. In fact, you might find yourself lost in the complexity and confused about where to even begin.

You begin with MECE. No, it is not a high-tech gadget or just another of the myriad of problem-solving frameworks out there. MECE is an acronym that holds the power to transform your approach to solving complex ambiguous problems.

MECE Picture this: you're faced with a problem to solve and after doing some fact-gathering and researching possible solutions you are left staring into a labyrinth of tangled disjointed and even contradictory facts, opinions, and ideas. Now what. You need a guide through the labyrinth and MECE is your roadmap in the world of problem-solving.

MECE is a structured approach to problem-solving. At its core, MECE creates order out of chaos. MECE is all about breaking down complex problems into clear, non-overlapping categories (Mutually Exclusive) while ensuring that no crucial element remains unexplored (Collectively Exhaustive).

A Journey Through Clarity Here's how it works and why it matters:

Mutually Exclusive (ME): This means that each category or element you define should be distinct, like countries on a map, with clear borders. No overlap, no ambiguity. This precision helps eliminate confusion. Collectively Exhaustive (CE): This aspect ensures that your categories cover every nook and cranny of the problem, like mapping every town on your journey. Nothing is left unexplored, reducing the risk of missing crucial details.

The MECE Advantage

Why should you care about MECE? Let's explore its powerful benefits: 1. Crystal Clear Thinking: MECE forces your mind to declutter. It pushes you to define elements precisely, enhancing your understanding of the problem. 2. Structured Complexity: Have you ever felt overwhelmed by the sheer vastness of a problem? MECE organizes all the important components into a few (3 to 5) manageable hierarchical chunks. Each chuck is itself composed of a sublayer of (3 to 5) chunks, and so on until all those important components are captured on the structured lattice. 3. Error Prevention: By being Collectively Exhaustive, MECE ensures you don't overlook critical aspects. It's like a guardian angel preventing you from making costly mistakes. 4. Organized Approach: Think of MECE as a filing system for your thoughts. It categorizes information neatly, making it easier to analyze and act upon.

Real-Life Examples of MECE in Action Now, let's dive into real-world scenarios where MECE shines like a beacon:

Management Consulting

Consultants use it to categorize the important components of complex business problems, making it easier to identify solutions. For example, in developing a strategy for saving a failing company, an effective MECE can look something like this: Financial Health: This category encompasses all aspects related to the company's financial well-being, such as revenue, expenses, profit margins, and debt. Operational Efficiency: Here, we focus on the efficiency of the company's day-to-day operations, including production processes, supply chain management, and resource allocation. Market Position: This category examines the company's market presence, competitive advantage, brand perception, and market share. Human Resources: It deals with aspects related to the company's workforce, such as talent acquisition, employee morale, skills gap, and organizational culture. This structure is very effective in zeroing in on the key problem areas and the “low hanging fruits i.e. problems that are relatively easy to fix and yield huge positive results.

Risk Management

Complex transactions or new product launches have a multitude of embedded risks, some of which may not be apparent. By applying MECE, a risk manager ensures all the important risks, including the hidden ones, are identified and properly managed. For example, Risk can be MECEed into

Credit Risk: the risk that money owed is not returned. Market Risk: the risk the value of an asset or liability decreases or increases respectively. Liquidity Risk: the risk that there is insufficient money to meet an obligation. Operational Risk: the risk of regulatory fines, client financial claims, employee claims, and fraud. Strategic Risk: the risk that the firm’s competitive edge declines. Reputational Risk: the risk that clients no longer want to do business with the firm.

Conclusion MECE is to tool to create the compass that guides you through the fog of complexity, the flashlight in the dark caverns of uncertainty. MECE empowers you to break down problems with clarity, efficiency, and precision.

When confronted with significant challenges, use the power of MECE. Utilizing this systematic approach to organize all the impart components into a hierarchical chunked structure will make creating clear and actionable solutions so much easier, faster, and cheaper.


So what is the odd diagram between steps 4 and 5? Click on it and find out

* First developed by McKinsey Consulting. See the McKinsey Way for further details.


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8 comentarios


When breaking down a problem using the MECE framework, what criteria should be used to determine how far to go in creating subcategories? Is there a point where creating too many layers of detail becomes counterproductive?

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I am wondering if we always want to follow the guideline of 3-5 chunks? In some cases, maybe 2 chunks make more sense, will it be considered not well-organized or not in enough depth? How can we quickly determine what to include in the level 1 chunks? Thanks!

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What are the limitations of MECE in practical applications, and how can these limitations be mitigated? When I'm using MECE, sometimes it leads to oversimplification by forcing complex problems into rigid categories. We can use MECE as a starting framework, but complement it with additional tools and analyses that capture the complexity and depth of the problem.

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Contestando a

MECE only leads to oversimplification if you don't include enough levels. With enough levels, all the complexity of the collection of information can be MECEed. MECE is a method for clustering information and organizing the clusters in a hierarchy. it can be applied universally.

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Ansh Arora
Ansh Arora
06 sept

Before McKinsey formalized this approach to problem-solving, who was it functionally used by? In the same way that programmers used AGILE initially.

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Contestando a

some form of MECE was always around

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Eman Serhan
Eman Serhan
07 sept 2023

In the context of real-world problem-solving, particularly within agile business environments, how does the MECE framework strike a balance between fostering creativity and innovation while still providing the necessary structure and clarity? More specifically, how can businesses navigate the uncertainty and rapid change of today's landscape to define the scope of "collectively exhaustive" effectively?

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Anthony Peccia
Anthony Peccia
10 sept 2023
Contestando a

There are no universal answers that fit every situation. Agile and MECE go hand in hand. You stop searching for more instances to "complete" the collectively exhaustive once you reach the good enough for the purpose or end state you are trying to achieve. What is good enough for one end state may not be good enough for another. It is similar to an MVP. How far can you reduce minimal before the product is no longer viable? The answer depends on the current end state, which itself will evolve. so what is good enough for version 1.0 will not be good enough for version 2.0. Iterate your way to the solution!

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