LiteLLM Operations Competence Center Switzerland
Deploy and operate LiteLLM as your unified AI gateway on Swiss cloud infrastructure. VSHN engineers configure multi-provider routing, cost tracking, and rate limiting on Kubernetes so your teams get one stable API endpoint for all LLM providers - with full Swiss data residency and audit logging. Part of VSHN's LLM Operations practice.
Unified AI Gateway
Route requests to 100+ LLM providers through a single OpenAI-format API with LiteLLM. VSHN deploys and operates your LiteLLM proxy on Kubernetes so your applications can switch between Anthropic, OpenAI, Mistral, and self-hosted models without code changes - all routed through Swiss infrastructure with full request logging and auditability.
Cost Tracking and Budget Controls
Most LLM providers only offer spend limits at the account level, so one user can exhaust the budget for the entire organisation. LiteLLM adds per-user, per-team, and per-project spending caps with real-time cost tracking. VSHN configures budget alerts, spending limits, and chargeback reporting so you always know what your AI workloads cost and can allocate resources across departments without risking runaway spend.
Rate Limiting and Guardrails
Protect your LLM infrastructure with per-user rate limiting, content filtering, and request validation. VSHN configures LiteLLM's guardrail framework on Kubernetes with SSO and RBAC integration so only authorised users and applications can access specific models, with configurable throttling to prevent runaway costs.
Multi-Provider Load Balancing
Distribute LLM requests across multiple providers and model deployments for reliability and cost optimization. VSHN engineers LiteLLM's load balancing with failover routing, latency-based selection, and provider health checks on OpenShift and Kubernetes, ensuring your AI applications stay responsive even when individual providers experience outages.
Swiss Data Residency
LiteLLM proxy logs, API keys, and request metadata stay in Swiss data centers. VSHN operates on Exoscale, Cloudscale, and other Swiss cloud providers, ensuring full GDPR compliance and data residency for organizations that need to control where their LLM prompts and completions are routed and logged. Learn more in our sovereignty assessment.
Observability and Analytics
Monitor request latency, token usage, error rates, and provider performance across your entire LLM gateway. VSHN integrates Prometheus, Grafana, and LiteLLM's analytics dashboards into your platform so you always know which models perform best, where bottlenecks are, and when to adjust routing or scaling policies.
LiteLLM FAQ
What platforms does VSHN support for LiteLLM workloads?
VSHN deploys and operates LiteLLM on APPUiO (our managed Kubernetes platform), Red Hat OpenShift, enterprise private cloud infrastructure, and sovereign cloud partners. All platforms run on Swiss or European data centers and are backed by up to 99.99% uptime SLA. We help you choose the right platform based on your compliance, performance, and budget requirements.
Which cloud providers are available for LiteLLM deployments?
VSHN operates on multiple Swiss cloud providers including Exoscale and Cloudscale, as well as European sovereign cloud partners. LiteLLM itself can route requests to over 100 LLM providers, but the proxy infrastructure and all request logs remain on Swiss servers. All infrastructure is managed under a single SLA with 24/7 support from our operations team.
How does LiteLLM work as an AI gateway?
LiteLLM acts as a proxy that translates requests into a unified OpenAI-format API, regardless of the backend provider. It adds minimal latency overhead while providing cost tracking, rate limiting, load balancing, and SSO-based access control. VSHN deploys LiteLLM on Kubernetes with high availability, automated scaling, and full observability for production workloads.
How does VSHN scope and quote LiteLLM consulting engagements?
Every engagement starts with a free architecture consultation where we assess your LLM usage patterns, provider requirements, and compliance constraints. VSHN then delivers a written scope document with a fixed-price or time-and-materials quote in CHF. Typical engagements cover gateway deployment, provider configuration, observability setup, and backup automation for configuration data and logs. There is no commitment at the scoping stage.
Which LLM providers can I route through LiteLLM?
LiteLLM supports over 100 providers including OpenAI, Anthropic, Mistral, Cohere, Azure OpenAI, and self-hosted models served via vLLM or Ollama, including open-source models like Llama, Apertus (the Swiss AI foundation model), and Qwen. VSHN configures provider connections, API key management, and failover routing on Kubernetes so your applications get a single reliable endpoint regardless of which models you use behind the scenes.
How does VSHN ensure data sovereignty for LiteLLM workloads?
The LiteLLM proxy, all request logs, API keys, and configuration run in Swiss data centers operated by Swiss or European sovereign cloud providers. All operational access is from Switzerland-based engineers. You control which external LLM providers receive prompts, and we provide audit trails for compliance reporting. See our sovereignty assessment for details on how VSHN scores against the EU Cloud Sovereignty Framework.
Can VSHN integrate LiteLLM with existing infrastructure?
Yes. LiteLLM exposes a standard OpenAI-compatible API, so existing applications need no code changes. VSHN also integrates LiteLLM with MCP servers, retrieval-augmented generation pipelines, and managed PostgreSQL with pgvector for vector storage - with automated backups and up to 99.99% SLA as all our managed database services.
What monitoring and observability does VSHN provide for LiteLLM?
VSHN integrates Prometheus and Grafana into every managed platform, with custom dashboards for LiteLLM-specific metrics: request latency (p50, p95, p99), tokens per request, cost per provider, error rates, and cache hit ratios. Alerting rules notify your team and our 24/7 operations center when metrics breach thresholds, so issues are caught before they affect users.
How do I get started with VSHN's LiteLLM consulting?
Contact us through the form below for a free initial consultation. We assess your current LLM usage patterns, provider requirements, and compliance constraints, then propose an architecture running on APPUiO, OpenShift, or your preferred infrastructure. LiteLLM consulting is part of VSHN's broader LLM Operations practice -- see llmops.ch for the full picture.
Book a LiteLLM consultation
Tell us about your LLM provider landscape and gateway requirements. VSHN provides a free initial consultation covering LiteLLM architecture, provider routing, and a scoped proposal for your deployment.
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