The document discusses root cause analysis (RCA) as a structured method for identifying the fundamental causes of failures in order to prevent future issues. It highlights the common pitfalls in conventional problem-solving approaches, such as reliance on storytelling and categorical thinking, which obscure the true causal relationships. The text advocates for a systematic approach, such as the Apollo method, to enhance the effectiveness of RCA and improve project management outcomes.