The article explores how artificial intelligence, specifically natural language processing (NLP), is silently analyzing workplace communication to improve efficiency.

It explains that every interaction, from customer complaints to contract clauses, contributes to training AI models that predict human intent without fully understanding context.

Key points include the limitations of NLP, such as its reliance on statistical patterns rather than true comprehension, and the risks of 'hallucination' where AI generates plausible but incorrect outputs.

The piece emphasizes the importance of human oversight in critical tasks like contract review and decision-making, especially in multilingual environments like South Africa.

It also highlights the need for organizations to evaluate NLP tools based on their specific language and cultural contexts to avoid misinterpretation.

The article concludes by urging businesses to identify language-based processes that could benefit from AI while ensuring human validation remains a crucial step.