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"Scaling Enterprise Apps Responsibly with AI and Multi-Cloud Governance"

Enterprise AI with the guardrails, observability, and flexibility you need.

AI is no longer an experiment tucked inside innovation labs; it’s becoming the backbone of enterprise applications. But as organizations race to embed AI agents into critical workflows, they face a new triad of pressure: governance, sovereignty, and operational trust. Moving fast is easy; moving fast responsibly is the real challenge. The stakes are rising as hybrid, sovereign, and multi-cloud environments become the norm, and traditional security and delivery models simply can’t keep up.

This report reveals how enterprises can scale AI without compromising on control, safety, or flexibility. Drawing on theCUBE Research and Efficiently Connected’s AppDev Done Right data, it showcases how Traefik Labs’ platform innovations, such as the MCP Gateway for governed agent traffic and the AI Gateway with NVIDIA Safety NIMs, introduce guardrails that keep AI interactions compliant, observable, and enterprise-safe. Combined with cloud-agnostic offline deployment options, these capabilities empower teams to build once, deploy anywhere, and maintain trust everywhere.

The result is a practical blueprint for AI that’s not only powerful, but also sovereign, governed, and future-ready.

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