AI & Automation
Where it’s really worth deploying AI in your company
April 22, 2026 · 7 min read · Vibegroup Team
The worst AI rollout is the one that happened because “you have to have AI.” A good one starts from a process that hurts — repetitive, time-consuming and error-prone.
How to find places for AI?
- Repetitive processes based on text and data.
- Tasks where people waste time copy-pasting and classifying.
- Places where a human error is costly and the rules are reasonably clear.
Start narrow
It’s better to ship one automation that saves real hours than a grand “AI transformation” project that never makes it out of the slide deck.