All articles

Transformation records hold some of the most sensitive data a company keeps. Why we build local-first systems, what POPIA asks of you and when the cloud is fine.

A B-BBEE level touches revenue, tenders, cost and fronting risk. Why the board should set it on purpose, and the one-page report to ask for.

Four levels for AI in verification preparation, from tasks AI can do alone to decisions only people may take, and how to keep each one auditable.

Why we start every B-BBEE engagement with the business question, not the scorecard, and what changes when you do.

Where AI helps B-BBEE and ESG work, where it must never decide, and why POPIA has to be designed in from the start.

Your next certificate measures a year that is already under way. The five things to settle before your year-end, while the evidence can still be put right.

Verification bookings, employment equity reports, university registration and the WSP and ATR deadline, in one list.

Most of the monthly B-BBEE report can be automated. Five controls keep the figures traceable, reconciled and approved by a person.

An ownership deal is judged twice: once at verification, and again by the people it was meant to benefit. Design for both.

Year-end donations buy a year of points and leave nothing behind. How to run ESD as a pipeline from beneficiary to supplier, and what to measure.

What a board needs to see on B-BBEE and employment equity, what to leave out, and why every figure must trace back to its source.

Who pays what, when, and the evidence your verification file needs.

Why BS Vision holds itself to a yearly youth and schools target, and why youth programmes should be designed for absorption, not points.

Ten questions to answer under POPIA before any AI system touches transformation data, from special personal information to automated decisions.

What designated employers should settle before the online reporting window closes.

When a packaged product is enough, when a custom system earns its cost, and six questions to ask before you choose either.

How to design an application process for bursaries, learnerships and ESD beneficiaries that can explain every decision months later.

Spend earns ESD points, but it does not show impact. Five measures that tell you whether an ESD programme is working.

Start with the rules, then understanding, then practice on real tasks. A practical path to safe, useful AI skills in a transformation team.

Why EE, B-BBEE, skills and ESG figures drift apart, and how to organise your transformation data so every report draws on one source.

Who can register for the Youth Employment Service, the B-BBEE conditions that apply to generic entities and QSEs, how targets are set and the level enhancements on offer.

The SETA registration, reporting and training steps that help a business meet the skills development sub-minimum and avoid a B-BBEE level downgrade.

Corporate social investment is voluntary and broad. Socio-economic development is a scorecard element with defined beneficiaries. How the two differ, and why it matters.

What the Youth Employment Service involves, what it can do for your B-BBEE level, how large companies can take part without adding headcount, and whether it pays.

Absorption rewards companies whose learners move into permanent work. How the bonus points are earned, why they matter and how to plan for them.

Three of the four skills development indicators are measured against your payroll and one against your headcount. What each carries, and what that means for your targets.

Cost, lost working time, employee buy-in and record-keeping are the usual obstacles to skills development. Here is what helps with each, and why the effort pays off.

Ownership is the most emotive part of B-BBEE. A practical look at the business factors a director should weigh before committing to an ownership transaction.

What a SANAS-accredited verification agency examines when it audits an ownership structure, from share registers and funding to beneficiary interviews, and how to prepare.

A side-by-side look at the Broad-Based Ownership Scheme and the Employee Share Ownership Programme: what each offers, where each struggles, and how to choose.