Daily Maverick reports that the traditional pathway for legal professionals in South Africa is undergoing significant disruption as artificial intelligence automates routine entry-level tasks. The publication notes that while law firms and software providers often claim AI will augment human workers, the reality is that the developmental roles essential for transforming junior apprentices into senior partners are being threatened. This shift is particularly evident in the legal sector, where learning has historically relied on an apprenticeship model involving repetitive tasks such as proofreading and document review.

Retha Beerman, who leads knowledge management at Cliffe Dekker Hofmeyr, stated that her firm is not necessarily hiring fewer staff due to AI, but rather continuing a trend of seeking candidates with lateral thinking skills. She acknowledged that other companies are debating whether junior staff are becoming less valuable if incentive structures favor efficiency. Beerman suggested that AI might be a "red herring" in some contexts, pointing to broader economic factors and the shrinking of junior hires in the UK as contributing elements. She also noted that clients are increasingly taking entry-level legal work in-house, reserving external firms for higher-order advisory work.

Advaita Naidoo, who manages African operations for Jack Hammer Global, warned that sectors relying on routine work for training, including law, are particularly vulnerable to AI. She observed that many companies are now asking harder questions about the necessity of filling junior roles, sometimes leading to regret over hasty dismissals. Naidoo argued that by overlooking the training value of routine work, firms are eroding their talent pipeline. She noted that the consequences of these decisions are often distant, making it difficult for organizations to recognize the long-term impact on their workforce.

Jarryd Strydom, a cofounder of Sandstone, emphasized that repeatable workflows are well-suited for automation, such as routing requests to the correct teams. However, Daily Maverick noted that Strydom was cautious about claiming AI replaces lawyers entirely, instead framing it as an augmentation of existing workforces. The publication highlighted that while large firms may not be reducing hiring significantly, smaller and medium-sized companies face greater pressure to justify graduate positions. The consensus among the sources is that while AI offers efficiency gains, the strategic decision to reduce junior hiring requires careful consideration of future organizational needs.