Private, Self-Hosted LLM Solutions
Empower your business to fully embrace Artificial Intelligence and Machine Learning, without compromising privacy, performance, or cost efficiency. With CosmosGrid's MLOps-driven private LLM solutions, you can securely deploy, manage, and optimize open-source and fine-tuned models within your private cloud.
AT A GLANCE
Deploy Enterprise-Grade AI for Your Organization
We build, host, and maintain LLM environments designed for complete data control, predictable costs, and continuous optimization. CosmosGrid enables your organization to harness the power of advanced LLMs without sending data to third-party APIs.
Connect with our engineering team to design a private AI architecture tailored to your security, compliance, and performance goals : or continue reading to explore how our platform helps you own your AI stack confidently.
Key Capabilities
Private LLM deployment isn't just about hosting models; it's about building secure, scalable AI infrastructure that empowers teams to innovate with confidence. At CosmosGrid, we design comprehensive MLOps solutions that connect model deployment, fine-tuning, and monitoring into a seamless flow, ensuring every AI initiative is production-ready and privacy-compliant.
Private Model Hosting
Deploy open-source and fine-tuned LLMs (e.g., Llama, Mistral, Gemma, Falcon, DeepSeek) within your own cloud or on-premises environment. Maintain complete control over data residency and model updates.
Full-Stack MLOps Automation
Leverage a robust MLOps foundation to manage training, fine-tuning, deployment, and lifecycle operations, all integrated with your existing DevOps pipelines.
RAG Pipelines
Enable your LLMs to retrieve and reason over your private documents securely using vector databases like Milvus, pgvector, or Weaviate for real-time contextualization.
Multi-Model Flexibility
Host multiple model types (text, image, and code) in a unified platform. Seamlessly integrate with your internal tools, CRMs, chat systems, and analytics platforms.
Security & Compliance Controls
Enforce strict access policies, encryption, and audit logging with SSO, RBAC, network isolation, and air-gapped configurations to meet GDPR, SOC 2, and ISO standards.
Observability & Optimization
Gain deep visibility into model performance with Prometheus, Grafana, and Loki dashboards for token usage, latency, and cost metrics. Identify inefficiencies and continuously tune performance.
Fine-Tuning & Adaptation
Customize LLMs for your domain using LoRA, QLoRA, or full-fine-tuning workflows, all within your environment, ensuring no proprietary data leaves your network.
Continuous Updates & Maintenance
Receive regular model updates, patching, and performance audits while maintaining uptime and reliability, all within your private infrastructure.
Our Private LLM Deployment Framework
A Proven, Repeatable Approach for Secure AI Implementation
We follow a structured methodology to ensure successful private LLM deployments with complete security and optimal performance.
Discovery & Requirements Definition
Discovery & Requirements Definition
We begin with a detailed assessment of your goals, infrastructure, and data sensitivity to establish a comprehensive AI deployment strategy.
Key Activities:
Value for Our Clients
Experience the Benefits of Private AI Infrastructure with Complete Data Sovereignty Private LLM deployment transforms how organizations build and deploy AI capabilities. With CosmosGrid, you gain the security, flexibility, and control to deliver AI-powered solutions effortlessly while keeping data sovereign and costs under control.
Total Data Sovereignty
All prompts, responses, and embeddings stay within your infrastructure, never shared or transmitted externally.
Optimized Performance & Cost Efficiency
Run models with GPU/CPU auto-scaling, quantization, and caching to balance performance with predictable cost structures.
Tailored to Your Use Cases
Fine-tuned and optimized for your specific business needs, whether powering internal copilots, chatbots, content automation, or analytics systems.
Enterprise-Grade Reliability
High availability, redundancy, and automated monitoring ensure seamless operation for mission-critical workloads.
Integration-Ready Architecture
Connect AI capabilities with your enterprise systems, from CRM and ERP to project management and ticketing tools.
Long-Term Flexibility
Your private AI stack evolves with your business with new models, new datasets, and new capabilities without vendor lock-in.
Why Choose CosmosGrid for Private LLM Deployment
From Infrastructure to Intelligence : We Build End-to-End AI Systems
CosmosGrid's engineers deliver complete private AI solutions with comprehensive MLOps automation and enterprise-grade security.
Complete Data Sovereignty
Our solutions are built to keep sensitive data secure, from isolated networks to encrypted storage and local inference pipelines. All processing happens within your infrastructure.
Key Benefits
Isolated networks and encrypted storage
Local inference pipelines with no external API calls
Complete data sovereignty and privacy control
Privacy-First by Design
Complete Data Sovereignty
Our solutions are built to keep sensitive data secure, from isolated networks to encrypted storage and local inference pipelines. All processing happens within your infrastructure.
Key Benefits
Isolated networks and encrypted storage
Local inference pipelines with no external API calls
Complete data sovereignty and privacy control
Customizable Stack
Continuous Model Optimization
Full MLOps Lifecycle
Transparent Collaboration
Global Reliability
Technologies We Use
The CosmosGrid Private AI Stack
We combine cutting-edge MLOps tools and frameworks to deliver comprehensive private LLM solutions.
vLLM
TensorRT-LLM
Ollama
LangChain
Milvus
pgvector
Vault
Terraform
vLLM
TensorRT-LLM
Ollama
LangChain
Milvus
pgvector
Vault
Terraform
vLLM
TensorRT-LLM
Ollama
LangChain
Milvus
pgvector
Vault
Terraform
Frequently Asked Questions
Everything You Need to Know About Private LLMs
Yes. We support fully disconnected (air-gapped) installations where all inference, fine-tuning, and observability run locally without internet access.
Any open-source or licensed model, including Llama, Mistral, Gemma, Falcon, DeepSeek, and custom fine-tunes. We benchmark models to fit your hardware and compliance needs.
Absolutely. We can deploy multimodal pipelines for image generation, code assistance, and speech processing.
All data remains within your environment. We enforce encrypted storage, access control, and network isolation with no external API calls or vendor dependencies.
Yes. We provide APIs and connectors for integration with internal chat tools, ticketing systems, analytics dashboards, and more.
Yes. We offer comprehensive handover, documentation, and live workshops on operations, prompt design, and performance optimization.
Typical deployments take 3-4 weeks, depending on environment complexity, security requirements, and data readiness.
We do. We handle fine-tuning workflows, evaluate model quality, and deliver updates through CI/CD pipelines without downtime.
Yes. We implement autoscaling, quantization, and spot instance scheduling to minimize GPU utilization and runtime costs.
Ready to Deploy Your Private LLM?
Let us help you implement secure, private LLM solutions that keep your data sovereign while delivering enterprise-grade AI capabilities.