Automating vs. Augmenting: How to Think About AI at Work

The difference between using AI to replace tasks versus enhancing human capability.

March 11, 2024
Productivity

Should AI replace your work or enhance it? The answer depends on the task—and getting it right matters.

Two Approaches to AI

Automation

AI does the task completely:

  • Email sorting
  • Data entry
  • Scheduling
  • Report generation

Augmentation

AI enhances human work:

  • Research assistance
  • Writing support
  • Decision analysis
  • Creative brainstorming

When to Automate

Good automation candidates:

  • Repetitive tasks
  • Rule-based processes
  • Low creativity required
  • Time-consuming but simple
  • Error-prone for humans

Examples:

  • Email filtering
  • Calendar scheduling
  • Invoice processing
  • Data backup

When to Augment

Good augmentation candidates:

  • Complex judgment needed
  • Creativity required
  • Relationship-dependent
  • High stakes
  • Human touch matters

Examples:

  • Sales conversations
  • Creative work
  • Strategic decisions
  • Sensitive communications

The Danger of Over-Automation

Automating everything:

  • Removes human judgment
  • Misses nuance
  • Can damage relationships
  • Reduces skill development

The Danger of Under-Automation

Doing everything manually:

  • Wastes time
  • Increases errors
  • Limits capacity
  • Causes burnout

Finding Balance

Start with Automation

Tasks that are:

  • Purely administrative
  • Taking significant time
  • Frequently repeated
  • Not requiring judgment

Then Add Augmentation

For tasks that are:

  • Important but time-consuming
  • Requiring research
  • Benefiting from drafts
  • Needing analysis

Keep Human

Tasks involving:

  • Key relationships
  • Strategic decisions
  • Creative vision
  • Ethical judgment

The Goal

Not to eliminate human work, but to focus human effort where it matters most.

AI handles the tedious. You do the meaningful.

Related topics:

ai automationai augmentationfuture of workai productivity

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