Apurva Wadodkar, Sr. Director Data & AI at TI Automotive, is a data science leader driving strategic, people-first innovation at scale. It’s never easy when a small central team is tasked with moving ...

The authors argue that effective data management must be treated as an end-to-end supply chain capability rather than a set ...

In the era of Industry 4.0, manufacturing is no longer defined solely by mechanical precision; it’s now driven by data, connectivity, and intelligence. Yet downtime remains one of the most persistent ...

Many manufacturing efforts stall because dashboards and pilots do not translate into real decision-making improvements. Decision intelligence bridges the gap between data overload and confident action ...

Conceptually, the progression from Industry 4.0 to 5.0 reflects an ongoing evolution toward smarter, more connected and more human-centric systems that drive innovation and resilience. ERP and supply ...

The global manufacturing conversation has begun to shift from Industry 4.0 to what is now being called Industry 5.0. While Industry 4.0 focused on automation, interconnectivity and data-driven ...