Routine but Cannot Be Automated

The Automation Impulse

One reasonable response to any repeating task is: can this be automated? If something happens the same way every time, a machine or a script can handle it. Human attention, the reasoning goes, should be reserved for things that actually require it.

This impulse is often correct. Routine work that genuinely does not require judgment should be automated. The value of automation is real.

But the impulse, applied without discrimination, produces a category error: treating some routines as candidates for automation when their value derives precisely from requiring human presence and engagement. Some activities are routine not despite requiring attention but because they have been deliberately structured into routines in order to develop something through the process of doing them.

What Makes Practice Different

The classic martial arts kata is instructive. A kata is a set sequence of movements, practiced repeatedly in exactly the same way. From outside, it looks like a very strict routine - the same movements, in the same order, performed the same way. If automation were appropriate for routines, this would be a candidate.

But the purpose of the kata is not to perform the movements. It is to develop specific qualities through the process of performing them repeatedly with full attention. The practitioner is not trying to execute the sequence efficiently. They are cultivating qualities of movement, perception, timing, and response that only develop under conditions of deliberate, attentive practice.

An automated kata performance does not develop anyone. The point is not the output (the movements) but the process (attending fully to the movements and what they are developing).

This is true of a wide range of activities that look like routines but are actually practices. Daily writing. Physical training. Meditation. Musical scales. Journaling. From outside, each appears to be a repeating task that produces the same output each time. From inside, each is a developmental process that requires presence to produce its effect.

The Delegation Problem

The same issue appears in organizational contexts. Some recurring activities look like routine tasks that could be delegated without loss. The senior person could hand them off, freeing time for higher-value work.

But some of those activities only produce value because of who is doing them. The executive who conducts brief, frequent check-ins with frontline staff is not doing so because no one else could run those conversations. They are doing it because those conversations provide information about organizational reality that does not travel well up the hierarchy. Delegating the conversations would produce delegated information, filtered and shaped by the delegate's sense of what the executive wants to hear.

The routine is not the delivery of information. The routine is the maintenance of a direct relationship with reality. That requires presence.

Similarly, some creative routines - the daily review, the weekly synthesis, the periodic stepping-back - are not tasks that produce deliverables. They are maintenance activities for the quality of judgment that makes other work possible. Delegating them, or automating them, removes the process that produces the benefit.

Distinguishing the Two

The practical question is how to distinguish automatable routines from non-automatable practices. The key questions are:

What is the actual purpose of this activity - output or process? If the value is in the output (a report, a notification, a formatted file), the automation case is strong. If the value is in the process (attention development, direct information, judgment maintenance), automation destroys the value.

Does it matter whether a human attends to it? Some routines need human presence not because the task requires intelligence but because the doing-it maintains a capability. Daily writing, even when what is written is unremarkable, maintains writing fluency and the habit of turning attention to language. An AI that produces daily writing does not give the writer this benefit.

Does it degrade if not done personally? Some activities in a relationship or organizational context signal investment through the investment of doing them. A handwritten note conveys something a form letter does not, even if the information is identical. The automation produces the output but not the signal.

Where the answer to these questions points to non-automatable, the correct response is not to automate more cleverly but to protect the time and attention the routine requires. The routine may look inefficient from the outside. The value it produces may be invisible in the metrics. But that does not make it less real.