South Africa isn’t ready for AI

by SAVIOUS KWINIKA
JOHANNESBURG, (CAJ News) – SOUTH African organisations are embracing artificial intelligence (AI), but enthusiasm for the technology risks overshadowing a more fundamental question: are businesses ready to use it effectively?

“In a high-pressure market with lightning-fast technological change, leaders need to ask: ‘What exactly do we need to do – what business challenges are we trying to solve?’” says Thandisizwe Kopolo, Managing Director at Intellehub.

“The better question is, ‘Is our business ready for AI?’ Once you answer that properly, you can make much better decisions about what technology you actually need.”

AI readiness involves far more than purchasing an AI platform or introducing generative AI tools into the workplace. Organisations most likely to achieve sustainable value from AI will be those that first establish the right foundations.

“AI is getting a lot of attention, and rightly so, but there’s a danger of confusing adoption with readiness,” Kopolo says.

“You can buy the most sophisticated AI technology available, but if your data is fragmented, your infrastructure can’t support it, your processes aren’t designed for it and your governance and security aren’t ready, you will fail.”

AI readiness starts with the foundations
AI is only as effective as the environment in which it operates. Organisations need reliable and well-governed data, scalable infrastructure, robust cybersecurity, effective governance and compliance frameworks, efficient business processes and people with the skills to work alongside AI.

Poor-quality or inaccessible data can undermine AI outputs, regardless of how sophisticated the underlying model is. Inadequate infrastructure can limit performance and scalability, while weak governance can create regulatory, security and reputational risks. Deploying AI into inefficient processes may simply automate existing problems rather than solve them.

“AI doesn’t fix a broken foundation,” says Kopolo.

“In many cases, it exposes one. That’s why organisations need to look at the whole operating environment before they start asking which AI tools they should buy.”

From technology deployment to organisational readiness
Intellehub’s Design → Build → Operate approach provides a framework for organisations preparing for an AI-enabled future. Rather than treating AI as another technology deployment, the model addresses the broader environment required to deliver business value.

The approach brings together planning and architecture, implementation, ongoing management and optimisation, enabling organisations to assess their existing environment, identify gaps and establish the capabilities needed to support emerging technologies such as AI.

“AI readiness isn’t a single project with a go-live date,” Kopolo says. “It’s an organisational capability.”

For South African businesses, the priority should therefore be establishing a clear readiness baseline – from data and infrastructure to cybersecurity, governance, processes and workforce skills.

The objective is not to delay AI adoption, but to make it more effective. South Africa has no shortage of interest in AI. The challenge is ensuring that enthusiasm is matched by the foundations needed to turn AI initiatives into measurable business outcomes.

– CAJ News