The article emphasizes the importance of real-time risk management in software engineering to prevent project failures. It explains how traditional risk reviews often lag behind fast-moving projects, allowing issues to escalate. Real-time data and AI-driven tools enable teams to identify and address risks like scope changes, bugs, and team misalignment early. Platforms like VZBL offer unified visibility into project risks, enhancing team collaboration, efficiency, and decision-making, ultimately reducing delays and improving project outcomes.

The article emphasizes the importance of real-time risk management in software engineering to prevent project failures. It explains how traditional risk reviews often lag behind fast-moving projects, allowing issues to escalate. Real-time data and AI-driven tools enable teams to identify and address risks like scope changes, bugs, and team misalignment early. Platforms like VZBL offer unified visibility into project risks, enhancing team collaboration, efficiency, and decision-making, ultimately reducing delays and improving project outcomes.