Dark storm clouds gathering over a wide green field, suggesting complexity and uncertainty ahead.

The hidden mistake – treating complex work as complicated

One of the most common mistakes in leadership, agile and productivity is treating complex work as if it were merely complicated.

The difference matters.

Complicated work can be analysed.
Complex work has to be explored.

If you confuse the two, you often make things worse.

Hand-drawn Cynefin framework diagram showing four domains around a central area of confusion: complex, complicated, chaotic and clear, with each domain labelled with its constraint type, response pattern and practice type.
A line drawing of the four regions of the Cynefin framework: Clear, Complicated, Complex, and Chaotic, plus the central unknown area Confusion. (Source: Wikipedia)

What complicated work looks like

Complicated work may be difficult, but it is still knowable.

There may be many moving parts. You may need experts. It may take time to work through.

But with enough analysis, you can usually find a good answer.

Examples include:

  • diagnosing a technical fault
  • designing a bridge
  • planning a database migration

In Cynefin terms, this is the domain where experts analyse, assess and advise.

What complex work looks like

Complex work is different.

In a complex situation, the answer is not waiting to be discovered through analysis alone. Cause and effect are only clear in retrospect. Human behaviour, changing conditions and emergence all play a part.

Examples include:

  • introducing a new way of working in a team
  • improving collaboration
  • leading organisational change
  • helping a team to rebuild trust after conflict
  • responding to customer behaviour in a changing market

Here, the right approach is not “analyse and implement”, it is “probe, sense, respond”.

The hidden mistake

The mistake is easy to make.

When work feels messy, leaders often try to create certainty by adding:

  • more planning
  • more reporting
  • more approval steps
  • more control

That can help in the complicated domain.

In the complex domain, it often creates drag instead of clarity.

You do not get better outcomes by forcing certainty onto work that is inherently uncertain.

What to do instead

When the work is complex:

  • run small experiments
  • shorten feedback loops
  • watch for patterns
  • learn as you go
  • adapt based on what emerges

This does not mean chaos.

It means using enough structure to support learning without pretending you can predict everything in advance.

Why this matters

Many teams are not failing because they lack effort.

They are struggling because they are using the wrong approach for the nature of the work.

Treating complex work as complicated leads to frustration, delay and false confidence.

A better question is not “How do we control this?” It is “What kind of work are we dealing with, and what approach does it need?”

That is where Cynefin becomes practical.


Photo by NOAA on Unsplash

Published by

Gareth Saunders

I’m Gareth J M Saunders, 54 years old, 6′ 4″, father of three (including twins). Enneagram type FOUR and introvert (INFJ), I am a non-stipendiary priest in the Scottish Episcopal Church, I sing with the NYCGB alumni choir, play guitar, play mahjong, write, draw and laugh… Former Scrum master at Safeguard Global, Sky and Vision/Cegedim. Former web architect and agile project manager at the University of St Andrews and previously warden at Agnes Blackadder Hall.

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