Four roles face a double exposure, and one competency answers both.
The same professionals whose routine work is most automatable are the direct targets of a new class of AI-enabled attack. The durable skill is judgment over machines, and it is a single competency with four applications.
Detect AI-synthesised documents and deepfake media, reason about agent-driven laundering, and supervise the models that now run first-pass screening.
Validate, stress-test and document model behaviour, audit automated decisions, and govern AI use against POPIA, FICA and the EU AI Act's reach.
Use generative AI for research and client work without leaking personal information, and hold your ground against the robo-product.
Interrogate the scoring model, detect proxy discrimination and manipulated inputs, and explain an adverse decision the way the law requires.
Real South African rules and regulators: POPIA, FICA, the National Credit Act and FAIS conduct, alongside the EU AI Act where its reach lands on South African institutions.
A scored, timed assessment for every certificate module and a verifiable certificate with a public verification page. An attendance note this is not.
A curriculum built on 2024 to 2026 regulation, threat data and scholarship, with every claim traced to a source and flagged where verification is pending.
Priced for the individual. Licensed for the institution.
Module 1, The Machine Behind the Money. The mental model everything else builds on. Requires only a free account.
Modules 1 to 6, assessed, with a verifiable certificate. About 13 assessed hours.
All ten modules plus the applied capstone, assessed, with a verifiable certificate. About 22 assessed hours.