This paper presents a definitive empirical analysis of modernising practice education inside the South African social work industry through the deployment of advanced simulation architectures and artificial intelligence. Investigating the regional challenges of systemic resource constraints, diverse socio-cultural environments, and field placement tracking deficits, the study details how AI-driven simulation platforms standardise competency benchmarks for practitioners. It offers a practical framework for institutional scaling, ethical deployment, and localized scenario alignment, establishing a historical precedent for technological integration within human services professional development across South Africa. Originally published on the Haven Knowledge Hub:
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