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AI specialist South Africa: what businesses should look for

A credible AI specialist should understand workflows, not just prompts or APIs. The real test is whether the person can diagnose process friction, recommend the right scope, and build or implement what is actually needed.

Signs of a better fit

Look for practical workflow thinking, South African business context, clarity on scope, and the ability to combine platform delivery with custom work where required.

Avoid vague positioning

Be cautious of generic enterprise claims, unclear pricing, and consulting that cannot translate into real implementation.

Relevant next steps

Continue with Custom AI Software, Pricing, and the Platform.