Access to generative AI has lowered the barrier to experimentation without removing the engineering demands of production.
AI HAS become remarkably easy to demonstrate, yet deploying it well remains a far harder test. A convincing prototype can now be assembled in days, sometimes hours.
The real work begins when an organisation expects that system to use sensitive data, connect with existing platforms, comply with regulation, support customers, and deliver a return that can be measured.
This is the most important change I have seen in conversations with African businesses over the past two years. Executives are spending less time asking what AI might do and more time identifying where it can reduce fraud, improve customer operations, accelerate software delivery, process documents or remove friction from an expensive workflow.
The move from curiosity to commercial scrutiny is healthy, and it is making Africa’s AI opportunity more credible.
