From reactive to predictive: an AI agent-powered early warning system for future-ready manufacturers

Every year, OEMs lose billions to avoidable failures — not because the data wasn’t there, but because no one saw it in time. In Europe’s manufacturing ecosystem, the equipment you sell today enters a complex, high-stakes aftermarket ecosystem. From spare parts planning to warranty claims and service calls, the aftermarket service lifecycle often determines not […]
AI Agents in Action: The New Operating Layer for Modern Enterprises

The AI revolution isn’t coming — it’s here. But for all the progress in models, tools, and use cases, one thing remains painfully clear: most enterprise systems weren’t built to work with intelligence. While AI is evolving rapidly, enterprises are still operating in environments designed around rigid workflows, static rules, and human intervention. The result? […]