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Automation

When Not to Automate

Automation is powerful, but some things are worse when automated. Knowing where to stop matters as much as where to start.

David OkaforNovember 29, 2025

High-stakes moments need a human

A furious customer, a major deal at a critical juncture, a sensitive negotiation — these are exactly the moments where an automated message reads as tone-deaf and makes things worse. The higher the stakes and the more emotion involved, the more a real person needs to be in the loop.

Automation excels at the routine and the high-volume. It fails precisely where judgment, empathy, and nuance matter most, which happen to be the moments that most shape a relationship.

Personal touches lose value when faked

An automated personal note is worse than no note at all, because the recipient can usually tell, and the discovery that a warm gesture was mechanical curdles goodwill into cynicism. If a gesture derives its value from being personal, automating it destroys the very thing that made it work.

Reserve genuine personal outreach for the accounts and moments that warrant it, and let automation handle the parts where nobody expects a personal touch anyway. Faking intimacy at scale eventually gets noticed.

Complex judgment resists rules

Automation runs on rules, and some decisions genuinely cannot be reduced to rules without losing what matters. Trying to encode a nuanced judgment into rigid logic produces a system that is confidently wrong in the cases that do not fit the mold.

Recognize when a decision needs a thinking human and route it to one. The art is not automating everything possible; it is drawing the line between what benefits from consistency and what needs a mind.