Honest essays on automation that pays back, lead flow, follow-up, admin hours, and the operational decisions that compound. Written by Heinoux Roux from the work itself, not theory.
2026-09-11
AI marketing tools do four jobs well for a team of one or two: drafting from a source, turning one piece into many, checking against fixed rules, and scheduling. Three stay with you: deciding what to say, unchecked numbers, and replying to a person.
2026-09-10
You can genuinely build most of it yourself. What decides whether it holds is not the tool's ability, it is the billing unit and the operational limits: how often it checks, how many runs happen at once, and how long it remembers what went wrong.
2026-09-09
Start with one question you already argue about, not a dashboard. Pull the smallest table that answers it, check the total against something you trust, then ask why. AI can now write the query for you. It cannot tell you whether the number it returned is the number you meant.
2026-09-08
SARS published a VAT Modernisation Consultation Paper on 17 August 2026, proposing that tax invoices become structured data exchanged in near real time between buyer, seller and SARS. Nothing is mandatory yet. Here is what is actually proposed, why a PDF invoice does not count, when it reaches a business your size, and the one date in 2026 that matters.
2026-09-07
Five years is the number everyone quotes and it is right for one Act only. Company records run seven years, employee records three, and POPIA requires you to delete rather than keep. Every period below carries the section it comes from and the event its clock starts on.
2026-09-06
Peer reviewed testing put an AI quantity takeoff up against a contractor's own. Counts matched. Areas came back low, and worst on facades. On a tender, an error that runs low is the one you pay for on site.
2026-09-05
The Companies Act 71 of 2008 says minutes must record every resolution adopted, that resolutions are dated and sequentially numbered, and that the chair's signature is what makes them evidence. A transcript gives you none of those three.
2026-09-04
Section 33 of the Basic Conditions of Employment Act sets what a payslip must contain and when it must be handed over. The same employee fields then feed the EMP201, the UI-19, the IRP5 and the equity report, on four different deadlines.
2026-09-03
An AI receptionist should handle hours, availability, quote status and message taking, and must escalate money, complaints and distress. It runs on four separately billed layers, and RICA section 6 decides what it says first.
2026-09-02
From 1 October 2026 Meta charges for service messages and for utility replies inside an open 24 hour window. Service messages get no volume tiers, so the only lever is sending fewer.
2026-09-01
The map for every automation guide on this site, arranged in dependency order rather than priority order: capture once, reuse, route, remind, report. Includes what the two largest automation platforms actually meter, read off their own documentation on 1 September 2026, and the worked example where the same ten records cost eleven operations in one shape and three in another.
2026-08-31
Every dated compliance obligation for a South African business between 1 September 2026 and 31 March 2027, read off SARS and Department of Employment and Labour sources on 31 August 2026. Includes the six dates in the window that are not the date printed on the page, and the eleven years of SARS reconciliation history showing which date you can actually plan against.
2026-08-30
LLM API pricing read straight off Google's and OpenAI's own rate cards on 30 August 2026. The rate everyone is calling an introductory launch discount is nothing of the sort, the newest model is not the cheapest one, and the Gemini Flash tier doubles on 1 January 2027.
2026-08-29
South African law never defines a document management system. It sets three separate tests instead: how long records are kept and in what form, whether an electronic copy counts as the record, and where that copy may physically sit. Each one lives in a different instrument.
2026-08-28
AI is reliable at matching bank lines to invoices. It cannot produce a document you never received, and in South Africa the VAT deduction turns on holding that document rather than on the reconciliation looking tidy. That gap is where the human work actually sits.
2026-08-27
Hiring one person in South Africa sets off four separate records, and two sections of the same Act ask for the same fields in almost the same words. That overlap is what makes onboarding worth automating, and it shows exactly where to start.
2026-08-26
From 1 October 2026 Meta charges for WhatsApp service messages and for utility messages sent inside the 24-hour window. The change is global, it includes South Africa, and it carries no volume discount. This post also corrects our own earlier one.
2026-08-25
The widely quoted 95 percent AI failure rate traced back to its source, including a contradiction inside the report nobody else has flagged, and the five-stage order the evidence actually supports for a small South African business.
2026-08-24
The questions that decide whether an AI tool is safe to run, with the POPIA sections that make each one a requirement. Includes what the 280-times-cheaper figure actually measured, and why vendor disclosure got worse rather than better.
2026-08-24
The monthly rebuild is where reporting errors enter. We traced the spreadsheet error statistic everybody quotes, found it reports the sample size as the finding, and set out which reports to automate first.