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Data & Market

Industry data, market signals, comparisons, adoption trends and business intelligence.

The Agentic Factory – Generative AI, industrial automation and human-supervised manufacturing
Insight

The Agentic Factory: How Generative AI Is Rewriting Heavy Industry

Generative AI is moving beyond chatbots and into the industrial stack. Rajnish Pandey explores how AI is adding reasoning and orchestration above PLC, SCADA and predictive systems—and why data governance, human expertise and controlled autonomy will determine whether industrial AI creates real value.

Sep 30, 2026 · 6 min read
Motadata ObserveOps Infinity infographic illustrating a claimed 30–40% reduction in hardware footprint
News

Motadata Absorbs a Hardware Cost Shock in Engineering Rather Than in Pricing

Motadata says its ObserveOps Infinity platform can reduce the hardware footprint required for comparable observability deployments by approximately 30–40%, depending on workload and configuration. The August 2026 release also introduces a new observability pipeline, a simplified single-edition model and revised licensing intended to make infrastructure costs more predictable.

Sep 8, 2026 · 5 min read
Public opinion research building in Seoul representing the transition from traditional polling to AI-based real-time opinion analysis
Analysis

When AI Measures—and Makes—Public Opinion: The End of the Pollster or the Beginning of Algorithmic Democracy?

AI may soon be able to understand public opinion directly from millions of individual voices across social media, YouTube, blogs and independent websites, reducing society’s dependence on traditional polling companies. But a far more dangerous question follows: what happens when the same AI systems that measure public opinion also recommend, rewrite and generate the information that shapes it?

Aug 29, 2026 · 11 min read
Global AI data market showing United States, China, Korea and Japan connected through technology, cultural content and artificial intelligence.
Analysis

The Third Data Market: Why Korea and Japan Could Matter in the AI Era

The global AI data economy is often viewed through two giant systems: America's market-driven data ecosystem and China's sovereignty-centered model. But Korea and Japan may have another opportunity — not through sheer data volume, but through culturally rich, high-context and rights-managed data.

Aug 15, 2026 · 8 min read
AI business ecosystem connecting artificial intelligence with proprietary data, industrial expertise, customers and physical infrastructure.
Opinion

When AI Becomes Everywhere, What Will Still Make a Business Valuable?

As AI becomes easier for every company to access, simply using AI will no longer be a competitive advantage. The real value may shift toward proprietary data, domain experience, customer relationships, physical infrastructure and the ability to turn intelligence into action.

Aug 15, 2026 · 4 min read