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Our Contributors

Antonio Mosca, Digital Advisor, Owner

Innovation manager certified by the Italian Ministry of Economic Development and the National Body for Digital Transformation, Antonio Mosca spent over 20 years at the helm of digital innovation and business transformation initiatives, both in multinationals…

Our Contributors

Humera Malik, CEO

Humera Malik is CEO of Canvass AI, a software provider that empowers the world’s largest industrial companies with actionable intelligence to make data-driven operational decisions. Internationally, Ms Malik is one of the leading voices in Artificial…

Our Contributors

Bjorn Andersson, Senior Director, Global IoT Marketing

Bjorn Andersson is a Senior Director, Global IoT Marketing at Hitachi Vantara. Bjorn is a leader in the Internet of Things (IoT) and Industries Marketing, accelerating go-to-market (GTM) for innovative solutions that combine advanced data analytics,…

Artificial Intelligence

How to Prove AI Value in Manufacturing Operations

Between 80% and 95% of organizations report limited financial value from their AI investments, and only 11% of CFOs have been able to concretely measure return on investment from AI, according to Gartner's 2025 and 2026…

Artificial Intelligence

Data Governance Fails Without Culture Change

Only 26% of data governance programs incorporate culture and communication into their strategy, according to the 2025 Gartner Evolution of Data and Analytics Governance for AI Survey of 62 organizations. The majority prioritize trust, risk, security,…

Artificial Intelligence

Agentic AI and Physical AI in Manufacturing

The ARC Advisory Group's Industrial AI Pacesetter Report identifies a split in how manufacturers deploy artificial intelligence. Organizations classified as Pacesetters have moved beyond single-agent AI assistants and are deploying Collaborative Multi-Agent Systems where specialized AI…

Artificial Intelligence & ML

Five Frontier Technologies Reshaping Manufacturing in 2026

The Stanford Emerging Technology Review (SETR) 2026, published by the Hoover Institution and Stanford School of Engineering, maps ten frontier technologies moving from research into real-world deployment. Five of them are hitting manufacturing operations directly: autonomous…

Artificial Intelligence

AI Governance vs Data Governance: Why They Need Opposite Approaches

Only 55% of data and analytics teams rate themselves effective at managing governance policies, the lowest score across 14 capabilities measured in the 2025 Gartner CDAO Agenda Survey. Building analytics solutions scored 85%. The gap shows…

Artificial Intelligence

How to Build Data Fabric Architecture for AI Use Cases

Seventy-seven percent of organizations list AI-ready data as their number one investment priority for the next two to three years. But according to a 2024 Gartner survey of 247 data management leaders, the spending tells a…

Smart Manufacturing

What Is Unified Namespace (UNS) and the i3X Standard?

Industrial environments have been built one use case at a time, leaving most large manufacturers with fragmented IT and OT infrastructure. A manufacturer with 10 sites might run four different home-grown MES platforms, three different ERPs,…

Smart Manufacturing

What Is Physical AI and How Does It Work in Factories?

Physical AI integrates artificial intelligence software with physical factory hardware, from robotic arms and mobile manipulators to quadruped sensor platforms, so machines can see, reason, and adapt to real-world conditions without human guidance at every step.…

Smart Manufacturing

The Reality of Agentic AI in the Smart Factory

The industrial sector is flooded with claims about fully autonomous operations, but for manufacturing executives, separating marketing from operational reality is critical. Despite the billions projected for artificial intelligence this year, the factory floor remains a…