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Guides and resources

Practical, POPIA-aware AI guidance
for South African businesses.

Understand how AI, POPIA, and South African policy affect your business.

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Analysis · AI in Business

When AI recommends and a person approves: understanding section 71 in everyday business decisions.

For businesses that use AI to screen, score, or rank people, whether a decision is made “solely” by automated processing is material under section 71. This guide explains the issue in practical terms.

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Timely · Analytical

AI insights for business

The latest AI developments, industry news and analysis — with a focus on what matters to business.

A laptop showing a data protection screen beside a privacy document, a notebook and printed charts on a desk.
AI in BusinessAnalysis

When AI recommends and a person approves: understanding section 71 in everyday business decisions.

For businesses that use AI to screen, score, or rank people, whether a decision is made “solely” by automated processing is material under section 71. This guide explains the issue in practical terms.

Read Insight
A small team gathered around a whiteboard planning board, one person explaining while the others listen.
South African AI LandscapeOpinion

South African businesses are trying AI. The open question is how it fits the work.

AI adoption is increasing, but the practical challenge is connecting AI to workflows, systems, data, and appropriate human oversight.

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Practical · Evergreen

Resources and best practice

Practical guides and resources to help businesses understand, plan and implement AI.

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Guide
AI Integration Guides

AI integration guide: connect AI to the systems you already use.

Learn how to choose a first AI workflow, map the systems and information it touches, and connect it so a person remains appropriately involved.

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Worksheet
AI Strategy & Readiness

AI strategy and readiness guide: assess your readiness and choose where to start.

Use a practical framework to review your business goals, workflows, data, systems, people, and governance before starting an AI initiative.

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A woman pointing at a large screen showing a workflow automation diagram of connected steps.
Guide
Automation & Workflows

Automation and workflows guide: turn repeated administration into a reliable process.

Identify repetitive work, map the current process, and design a workflow that is easier to use, monitor, and improve.

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