Design and implementation of infrastructure for self‑hosted LLMs

See how Opcito enabled secure, cost-controlled GenAI with self-hosted LLM infrastructure

Engagement details

Opcito partnered with a global security software provider to help introduce GenAI capabilities without relying on public LLM platforms. Operating under strict privacy and compliance requirements, the customer needed full control over data, predictable costs, and scalable AI performance. Opcito delivered a secure foundation that allows GenAI features to scale confidently within the customer’s own infrastructure.

Technologies

• Kubernetes
• Helm
• Kubeflow
• KServe
• vLLM
• LiteLLM
• Knative
• Karpenter
• Grafana

Benefits

• Full control over data and AI workloads
• Predictable GenAI costs without token-based pricing
• Enterprise-grade scalability and low-latency inference
• Efficient infrastructure utilization as AI adoption grows
• Faster experimentation and innovation