
Cambashi`s View: Industrial AI – More Than Just a Buzzword
June, 2025
As AI technologies rapidly evolve, we’re seeing important distinctions emerge between ‘Consumer AI’ and ‘Industrial AI’—particularly in the Engineering, Manufacturing, and Industrial software sectors.
As we observe important trends and opportunities emerging in the industrial software markets, we’re excited to provide succinct ‘Cambashi Views’ to summarize key insights.
In our latest Cambashi View, we explore how Industrial AI differs from general-purpose AI. This mirrors our earlier differentiation between ‘Industrial IoT’ and commercial ‘IoT’ from several years ago. It’s fascinating to see how real-world applications of both IoT and AI acquire new, meaningful names when they are put into practical use as applications.
Key Characteristics of Industrial AI
These distinctions are not just technical—they are essential for building trust, ensuring safety, and delivering value in industrial environments.
The Evolution of Industrial AI
The full Cambashi View will delve deeper into the evolution of AI in the industry, from Predictive to Generative to Agentic, along with examples of how leading firms are already applying Industrial AI successfully.
Predictive AI
Generative AI
Agentic AI
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Cambashi Ltd.
Email: info@cambashi.com
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Read more about Industrial AI and other industries in our blog series
More Cambashi`s Views