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Host Your Own
AI Models
With OpenClaw
Private & Powerful
Stop paying per token. Self-host open source LLMs like Llama 3, Mistral, DeepSeek, and Qwen on GPU-optimized infrastructure — then wire them into OpenClaw workflows that automate your entire business. No vendor lock-in, no data leaving your servers, no surprises on your bill.
Trusted by teams deploying private AI infrastructure
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Everything You Need to Run AI Privately
From model deployment to business automation — a complete self-hosted AI platform
Self-Hosted LLM Deployment
Deploy open source models on dedicated GPU infrastructure with optimized inference engines. vLLM, TGI, and Ollama — configured for your throughput and latency requirements.
- Llama 3, Mistral, DeepSeek, Qwen, Gemma support
- vLLM and TGI for production-grade inference
- Auto-scaling based on request volume
- Private VPC deployment with zero data egress
OpenClaw Workflow Engine
Connect your self-hosted models to OpenClaw's 50+ integrations — WhatsApp, Slack, Teams, CRM, ERP, and more. Build intelligent workflows that run 24/7 without human intervention.
- 50+ platform integrations out of the box
- Visual workflow builder for non-technical teams
- Multi-model routing and fallback logic
- Conversation memory and context management
Fine-Tuning & Customization
Train models on your proprietary data with LoRA, QLoRA, and full fine-tuning pipelines. Create domain-specific models that outperform general-purpose APIs on your tasks.
- LoRA and QLoRA for efficient fine-tuning
- Custom dataset preparation and curation
- Evaluation benchmarks on your specific tasks
- Version control and model registry
RAG Pipeline Engineering
Retrieval-Augmented Generation that connects your models to your knowledge base — documents, databases, APIs, and internal wikis. Accurate answers grounded in your data.
- Vector database setup (Pinecone, Weaviate, ChromaDB)
- Document ingestion and chunking pipelines
- Hybrid search with semantic + keyword retrieval
- Citation and source attribution in responses
GPU Infrastructure Management
We handle the infrastructure so you can focus on building. NVIDIA A100, H100, and L40S GPUs with autoscaling, monitoring, and cost optimization built in.
- NVIDIA A100, H100, and L40S GPU clusters
- Multi-region deployment for low latency
- Spot instance optimization for cost savings
- Kubernetes orchestration with GPU scheduling
Observability & Guardrails
Monitor token throughput, latency, cost per query, and model quality in real-time. Built-in guardrails prevent hallucinations, toxic outputs, and prompt injection attacks.
- Real-time latency and throughput dashboards
- Cost-per-query tracking and budget alerts
- Content safety filters and output guardrails
- Prompt injection detection and prevention
How It Works
Your private AI infrastructure, live in days
Assess & Design
We analyze your use cases, data privacy requirements, and performance needs to recommend the right models, infrastructure, and OpenClaw workflow architecture.
Deploy & Configure
Provision GPU infrastructure, deploy your chosen models with optimized inference engines, and configure OpenClaw integrations with your existing business tools.
Integrate & Test
Connect RAG pipelines to your knowledge base, build OpenClaw workflows for your specific automation needs, and run load testing to validate production readiness.
Optimize & Scale
Fine-tune models on your data, optimize inference costs with quantization and batching, and scale infrastructure as your usage grows.
Choose Your AI Infrastructure
Solutions for every stage of your AI journey
Deploy Open Source Models on Your Infrastructure
Production-grade LLM hosting with vLLM and TGI inference engines, deployed on dedicated GPU clusters in your cloud or ours. Full control over your models, your data, and your costs.
- Llama 3, Mistral, DeepSeek, Qwen, and 100+ models
- vLLM and TGI for high-throughput inference
- OpenAI-compatible API endpoints for easy migration
- Auto-scaling from zero to thousands of concurrent requests
- 70% average cost reduction vs commercial API pricing
# Deploy Llama 3.1 70B on A100 GPUs
deploy:
model: meta-llama/Llama-3.1-70B-Instruct
engine: vllm
gpu: nvidia-a100-80gb
replicas: 2
config:
max_model_len: 8192
tensor_parallel_size: 2
quantization: awq # 4-bit for efficiency
api:
format: openai_compatible
endpoint: /v1/chat/completions
auth: bearer_token
scaling:
min_replicas: 1
max_replicas: 8
target_latency_ms: 200
# → 42 tok/s throughput
# → 70% cheaper than API pricing
# → Zero data egressOpen Source Model Comparison
We deploy the right model for your use case — here's how the leading open source models stack up across key dimensions.
Our model selection engine evaluates your workload against throughput, quality, cost, and compliance requirements to recommend the optimal model or model mix. Most deployments use multiple models — routing simple queries to smaller, faster models and complex reasoning to larger ones.
- Automatic model selection based on query complexity, latency requirements, and cost targets
- Multi-model routing that sends each request to the optimal model for that specific task type
- Continuous benchmarking against your evaluation dataset to ensure model quality doesn't degrade over time
- One-click model swaps when new releases outperform your current deployment — zero downtime migrations
Infrastructure Performance Dashboard
Live metrics across your GPU clusters, model endpoints, and OpenClaw workflows — updated every 30 seconds.
From Model Selection to Production
Watch your private AI infrastructure come online — with structured milestones at every stage.
Model Selection
Benchmark open source models against your specific tasks, data types, and performance requirements to find the optimal fit.
Infrastructure Provisioning
Spin up GPU clusters, configure networking, deploy inference engines, and run validation tests — all automated.
OpenClaw Integration
Connect your models to WhatsApp, Slack, CRM, and internal tools through OpenClaw's workflow engine. Build automation flows that run 24/7.
Production Scale
Auto-scaling infrastructure, model versioning, A/B testing, and continuous optimization to keep your AI running at peak performance.
Private AI for Every Business Function
Real deployments driving real results
AI Customer Support
Deploy a self-hosted AI agent that handles customer inquiries across WhatsApp, email, and chat — in any language, 24/7. Your data never leaves your infrastructure.
E-commerce company automated 78% of support tickets with a fine-tuned Llama 3 model connected through OpenClaw to Zendesk and WhatsApp
Internal Knowledge Assistant
Give your team an AI-powered assistant trained on your docs, processes, and policies. Accessible via Slack, Teams, or any internal tool through OpenClaw.
Financial services firm deployed RAG-powered assistant across 2,000 employees — reduced time-to-answer for policy questions from hours to seconds
Document Intelligence
Extract, classify, and summarize data from contracts, invoices, reports, and regulatory filings. Private processing that meets compliance requirements.
Legal firm automated contract review — extracting key clauses, risk factors, and obligations from 500+ documents per day with zero data exposure
Private Code Assistant
Self-hosted coding AI that understands your codebase, follows your conventions, and never sends your proprietary code to third-party servers.
Software company deployed fine-tuned DeepSeek Coder for 200 developers — 40% productivity increase with zero IP exposure risk
Brand-Safe Content Generation
Generate marketing copy, product descriptions, and social content with models fine-tuned on your brand voice and style guidelines. Built-in guardrails ensure on-brand output.
D2C brand automated product descriptions for 15K SKUs — maintaining brand voice consistency with custom guardrails and human-in-the-loop review
Private Data Analysis
Ask questions of your databases and data warehouses in natural language. Self-hosted models generate SQL, create visualizations, and surface insights — without exposing sensitive data.
Healthcare company deployed natural language analytics on patient data — enabling clinical teams to query without SQL skills while maintaining HIPAA compliance
Infrastructure at Scale
Our LLM hosting platform powers private AI deployments across industries
Deploy Private AI Infrastructure
Book a free consultation to see how self-hosted LLMs and OpenClaw workflows can replace your API dependencies, cut costs by 70%, and keep your data fully private.
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