Curriculum

Cluster 1 ¡ Lesson 4 1 min read

Finding Pain Points and Bottlenecks

Recognizing where time, energy, or quality gets lost in your process.

Once you have a clear picture of your workflow, the next step is to examine it critically and identify where it breaks down. Workflows rarely fail all at once; they degrade in specific places where time, energy, or quality gets lost. These are your pain points and bottlenecks. However, the goal is not to create a perfectly frictionless process. In knowledge work, some friction is entirely necessary.

The challenge is learning to distinguish between productive friction, which ensures quality and forces necessary reflection, and unproductive friction, which is simply administrative drag. By applying structured redesign moves—such as removing handoffs or moving humans to exceptions—you can eliminate the waste while preserving the friction that actually makes your work good.

Assignment

Review the workflow you mapped in the previous lesson. Identify at least three pain points or bottlenecks. For each one, determine whether it represents productive or unproductive friction. If it is unproductive, propose one of the four redesign moves (remove handoffs, parallelize variants, move humans to exceptions, add evaluation loops) to address it.

Learning Objectives

  • Distinguish between productive friction that ensures quality and unproductive friction that wastes time.
  • Identify specific pain points and bottlenecks in your current workflow.
  • Apply the four redesign moves to address workflow breakdowns.

Productive vs. Unproductive Friction

Not all friction is bad. Productive friction forces necessary reflection, ensures quality control, or protects against catastrophic errors. Unproductive friction is merely administrative drag—repetitive tasks, unnecessary handoffs, or waiting for approvals that add no value.

The Four Redesign Moves

Based on INSEAD research, workflows can be optimized by removing handoffs, parallelizing variants, moving humans to exceptions, and adding evaluation loops. These moves help eliminate unproductive friction while preserving human judgment where it matters most.

The binding constraint on AI adoption is not technical skill, but the ability to see your own work clearly enough to redesign it.