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Human-machine cooperation in Industry 5.0
Industry 5.0 goes beyond automation: people, sustainability, and resilience take center stage. Artificial intelligence meets human intuition to create hybrid value creation. The “Cybernetic Enterprise” links sensors, OT data, AI agents, and business rules in feedback loops—enabling learning, resilient factories that continuously improve efficiency, transparency, and sustainability.
Romano Roth
Oct 84 min read


Digitalization was Yesterday: How to Achieve “Cybernetic Transformation”
Digitalization unlocked efficiency, but it often stopped at isolated optimizations. In an AI-driven world, organizations need a new “operating system.” Cybernetic Transformation builds continuously learning, data-driven, and customer-centric enterprises. Through feedback loops, platform engineering, and AI-augmented teams, companies evolve into adaptive systems—achieving faster innovation, resilience, and sustainable growth.
Romano Roth
Aug 245 min read


From Humans and Machines: The Organization of the Future
Artificial Intelligence is evolving from a tool into an active team member. In the Cybernetic Enterprise, AI supports decisions, drives feedback loops, and continuously learns—much like a nervous system. Trust, empowerment, and transparency replace control. The future of organizations lies in combining human creativity with machine intelligence to enable faster innovation, greater efficiency, resilience, and truly adaptive business models.
Romano Roth
Aug 185 min read


DevOps in Switzerland 2025: Scaling DevOps with Platforms and AI
DevOps in Switzerland has evolved from practice to platform-enabled and AI-augmented delivery. The 2025 report reveals that over half of organizations have dedicated platform teams, while one-third already use AI in DevOps. GitLab, Kubernetes, and Terraform remain dominant, but cultural challenges persist. The future is clear: DevOps must scale through platforms, leverage AI responsibly, and focus on outcomes—while keeping people at the center. Watch the release video for mor
Romano Roth
Jul 132 min read


AI risk management: turning governance into a driver of long-term success
Many companies don’t fail at building AI, they fail at scaling it. The reason isn’t technology, but missing governance. Without control, AI initiatives introduce risk, create fragmented architectures, and erode trust. This article explores how integrated, lightweight governance enables responsible AI at scale—aligning with business goals, ensuring compliance, and driving long-term value across the enterprise.
Romano Roth
Jul 85 min read


Secure AI governance: Scalable delivery, zero disruption
As AI adoption grows, many organisations struggle to scale beyond pilots. The solution? Embed governance from the start. By aligning AI with business goals and integrating compliance, transparency, and accountability early on, Zühlke turns AI governance into a driver of innovation, trust, and long-term success—powered by the Cybernetic Delivery Platform and a modular, future-proof approach.
Romano Roth
Jul 34 min read


The Cybernetic Enterprise: How Organizations Can Learn, Adapt, and Deliver in an AI-Native World
Most orgs run on outdated command-control models. A Cybernetic Enterprise builds feedback loops so systems learn and adapt in real time. Don’t build for stability—build for change. Map your value loops, close them, and let your system learn.
Romano Roth
Jul 23 min read


The Cybernetic Enterprise: turning industrial AI hype into lasting value
AI hype dominates industry, but real value comes from human-led, AI-enabled strategies. The Cybernetic Enterprise integrates people, processes, and technology into adaptive systems, fostering continuous learning and sustainable value. Success demands shifting from task execution to cybernetic thinking, empowering teams, and investing in future-ready skills.
Romano Roth
Jun 265 min read


Riding the AI Wave: How Industrial Companies Can Harness It Purposefully
AI alone won't shape a company's future—people will. True transformation comes from intelligently orchestrating technology, processes, and organization in a learning system: the Cybernetic Enterprise. It’s not about replacing humans, but empowering them. Companies that embed AI into platform strategies and foster a culture of adaptability will thrive. The future isn’t AI-First—it’s Human-Led and AI-Enabled.
Romano Roth
Jun 83 min read


The Cybernetic Enterprise: Why AI Alone Won’t Transform Industry
AI alone will not transform your enterprise. In this keynote from the CTO Forum of the Rudolf-Diesel-Medaille, Romano Ross outlines why the future belongs to cybernetic enterprises—adaptive, feedback-driven systems where process, organization, technology, governance, and AI work together to deliver lasting business value. Learn how platform engineering, not AI hype, is the real enabler of scalable digital transformation.
Romano Roth
May 173 min read
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