Small automations create the most believable leverage

Look for repeated judgment

Good automation opportunities combine repetition with a decision that follows a recognizable pattern: routing requests, preparing content, checking completeness, or flagging exceptions.

Keep a human checkpoint

For brand-sensitive and customer-facing work, a review step preserves accountability while still eliminating the slowest parts of the workflow.

Measure time returned

Automation should be judged by reduced cycle time, fewer corrections, and recovered attention—not by how sophisticated the implementation sounds.