IPT

There is a growing gap between AI ambition and AI ex*****on in many organisations.

The difference often comes down to discipline.

The companies seeing measurable value are not chasing multiple use cases at once. They are solving specific operational problems. They apply AI in a controlled way, measure the outcome, and expand from there.

Invoice processing, meeting coordination, and demand forecasting are good starting points because the problems already exist.

AI does not fix broken processes. It makes working ones faster and more consistent. That is where real value begins. https://ipt.za.com/three-ai-use-cases-that-work-for-south-african-mid-market-businesses-right-now/