As digital transformation accelerates, engineering data management will continue to evolve. Artificial intelligence, machine learning, and automation will play key roles in organizing and analyzing massive data sets. Predictive analytics will help identify potential design flaws early. Blockchain could enhance data security and traceability. Meanwhile, sustainability initiatives will demand more transparent and data-driven decision-making.

In this blog, we’ll explore the Business Analyst vs Product Manager debate, exploring what each role entails, their similarities, difference