SUSE expands AI-assisted operations, Kubernetes and virtualisation management, and software supply-chain security as enterprises seek greater control over AI and business-critical workloads.
As enterprises move artificial intelligence from experimentation into production, infrastructure complexity, security and operational control are becoming major barriers to scaling deployments. SUSE is addressing these challenges with new capabilities across its open infrastructure platform, designed to help organisations manage AI and business-critical workloads across hybrid environments without being tied to a single technology stack.
The updates span SUSE Rancher Prime, SUSE AI Factory and SUSE Linux Enterprise Server (SLES) 16.1, bringing together AI-assisted infrastructure management, Kubernetes and virtual machine operations, and stronger software supply-chain security.
“Enterprises need infrastructure that can support new AI workloads alongside existing applications without compromising security, performance or control.”
— Dr. Thomas Di Giacomo, Chief Technology and Product Officer, SUSE
A key development is the expansion of Liz, SUSE Rancher Prime’s context-aware AI orchestrator, supported by specialised AI agents that can help IT teams diagnose issues and troubleshoot Kubernetes and virtual machine workloads. New OAuth2 support enables Liz to connect with Model Context Protocol (MCP) servers, while an AI-first Rancher CLI introduces server-side dry-run capabilities to simplify infrastructure operations.
The emphasis on human oversight is significant. SUSE cites research showing that 91% of organisations acknowledge employees bypass security controls at least occasionally to work faster. AI-assisted troubleshooting, combined with human approval for AI-driven actions, is intended to improve efficiency without removing enterprise control.
The company is also extending unified management across Kubernetes, virtual machines and AI workloads. SUSE Storage v2 promises up to 10 times faster performance for stateful workloads, while new networking and hosted control-plane capabilities aim to simplify hybrid infrastructure management.
SLES 16.1 further consolidates traditional, immutable and real-time workloads under a common operating system lifecycle. It also introduces an on-box MCP framework in Tech Preview, alongside live patching, post-quantum cryptography readiness and software supply-chain verification.
Security is another focus. SUSE Application Collection now offers more than 1,000 verified Python libraries, supported by software bills of materials and provenance information. Upcoming SUSE Security 6.0 capabilities will add vulnerability scanning and runtime threat enforcement.
“Open infrastructure means organisations can embrace AI on their terms, without being locked into a single technology stack or vendor,” said Dr. Thomas Di Giacomo, Chief Technology and Product Officer, SUSE.
SLES 16.1 became available on November 10, 2026. Other capabilities are being introduced through open beta, technology preview and phased release schedules.
