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Clear thinking on data, dashboards and decisions

Practical articles for South African business owners on reporting, cash flow and making better decisions with your data.

Illustrative image: flowing navy and teal waves under a Table Mountain skyline at dusk, with faint gold bar-chart lines on the right.Cash flow

Profitable on paper, broke on the 25th: why cash flow sinks South African SMEs

Late payments and thin cash buffers hurt SA small businesses. What the local data shows, plus three numbers every owner should check each month.

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Portrait of Mbali Maziya
Mbali MaziyaData Scientist
29 October 2026
4 min read
Placeholder cover (reused from post 01): flowing navy and teal waves under a Table Mountain skyline at dusk, with faint gold bar-chart lines on the right.Dashboards

Goodbye, Sunday-night spreadsheets: a one-page dashboard for South African SMEs

Most owners already have the data. What they're missing is one screen that shows it. Here's how to build a simple dashboard you'll actually open, with no big IT budget required.

Portrait of Mbali Maziya
Mbali MaziyaData Scientist
29 October 2026
4 min read
Placeholder cover (reused from post 01): flowing navy and teal waves under a Table Mountain skyline at dusk, with faint gold bar-chart lines on the right.KPIs

Busy isn't a KPI: how to pick the numbers that really drive your business

Most South African SME owners say revenue is falling short of their own expectations. A short list of the right KPIs, each with a target, shows you why – long before month-end does.

Portrait of Mbali Maziya
Mbali MaziyaData Scientist
29 October 2026
4 min read
Placeholder cover (reused from post 01): flowing navy and teal waves under a Table Mountain skyline at dusk, with faint gold bar-chart lines on the right.Reporting

Month-end without the meltdown: a reporting rhythm for South African small businesses

VAT returns, SARS deadlines, a bank asking for management accounts: reporting often feels like admin done for everyone except you. Here's how to make a monthly report that helps you run the business.

Portrait of Mbali Maziya
Mbali MaziyaData Scientist
29 October 2026
4 min read
Placeholder cover (reused from post 01): flowing navy and teal waves under a Table Mountain skyline at dusk, with faint gold bar-chart lines on the right.Forecasting

No crystal ball required: simple forecasting for South African small businesses

Load-shedding eased, festive trade offered little reprieve and costs keep shifting. A simple rolling forecast won't predict the future, but it will stop the future from ambushing you.

Portrait of Mbali Maziya
Mbali MaziyaData Scientist
29 October 2026
4 min read
Placeholder cover (reused from post 01): flowing navy and teal waves under a Table Mountain skyline at dusk, with faint gold bar-chart lines on the right.Data strategy

A data strategy on one page: what South African SMEs actually need

“Data strategy” sounds like boardroom jargon. For a small business it simply means deciding what you want to know, where your data lives, who looks after it, and how you keep it safe under POPIA.

Portrait of Mbali Maziya
Mbali MaziyaData Scientist
29 October 2026
4 min read