Skip to main content
ACC – Asia Consulting & Technology
Book a consultation

Getting started with AI

Running smoothly in front of you does not mean working well tomorrow

Before deciding, therefore, test a data sample representative of actual work. Include cases where the machine reads something incorrectly and examine how…

Written by: ACC, Editorial team · Updated · 2 min read

Summary

Before deciding, therefore, test a data sample representative of actual work. Include cases where the machine reads something incorrectly and examine how users correct it. A solution worth considering should explain its limits, not just demonstrate the easiest scenario.

Schematic illustration: Demo → Realistic sample → Test the limits.
Schematic illustration: Demo → Realistic sample → Test the limits.

A common situation

Illustrative scenario: A woman watching the demo keeps nodding. Back at the office, she remembers files with missing fields and everyone's different recording habits. She wants a solution that can live with real data, not just look impressive in a demonstration.

Three steps you can try

  1. Test a sample representative of your work.
  2. Include cases with missing information.
  3. Observe how results are corrected and confirmed.

What to remember

Before deciding, therefore, test a data sample representative of actual work. Include cases where the machine reads something incorrectly and examine how users correct it. A solution worth considering should explain its limits, not just demonstrate the easiest scenario.

This is a hypothetical illustration, not an ACC customer testimonial or project result.

More articles

Schematic illustration: Repetitive work → Try one task → Reclaim your time.
Getting started with AI2 min read

You have shut down your computer, but work still will not let go

Choose a repetitive task with input data and someone to check the results. Test it on a small scale before putting it into operation. ACC focuses on three…

ACC ·
Schematic illustration: One source → One confirmation → One report.
Getting started with AI2 min read

One order passes through three applications, yet nobody knows which figures are right

Adding another tool will not necessarily solve this. First, establish where the data comes from, who confirms it, and which report is used for decisions. AI…

ACC ·
Schematic illustration: Real pain point → Measurement → Tool selection afterward.
Getting started with AI2 min read

Your competitors talk about AI; you just want one less task

Write down those three tasks. Choose one that can be measured before and after. If you do not know how to measure it, clarify the problem before choosing…

ACC ·