Automation

Automate repeated work only after defining triggers, failure modes and human review.

What good looks like

A good tool improves the outcome or reduces the time required without creating unacceptable privacy, cost, quality or dependency risks.

A practical test

  1. Map the current workflow
  2. Start with reversible tasks
  3. Add alerts and logs
  4. Review costs as volume grows

Common trap

Testing on a polished demo instead of your real work. Use the same task, source material and success criteria for every candidate.

FAST questions for this category

  • Fit: Does it improve the category-specific outcome you actually need?
  • Access: Can the intended user learn and operate it within the available workflow?
  • Scale: What happens to cost when usage, exports, collaborators or automation volume increases?
  • Trust: Are data handling, rights, reliability and review controls acceptable?

Score a tool in this category