AI Solutions for
Every Challenge.
From training your first model to deploying AI at global scale — OWS provides the infrastructure, tools, and expertise to accelerate your AI journey.
Solutions by Use Case
Purpose-built infrastructure and tools for every stage of the AI lifecycle — from experimentation to production at scale.
AI Model Training
Large-scale distributed trainingTrain foundation models and custom architectures on massive GPU clusters with industry-leading performance. Our infrastructure handles the complexity of distributed training so your team can focus on model innovation.
- H100 & A100 clusters with NVLink and InfiniBand 400G interconnect
- Native support for PyTorch, TensorFlow, and JAX
- Pre-configured training environments with optimized CUDA and NCCL
- OWS PowerGrid for elastic scaling — burst to thousands of GPUs on demand
- Automated checkpointing, fault recovery, and experiment tracking
Inference & Deployment
Low-latency model serving at scaleDeploy models to production with sub-100ms latency and automatic scaling. Our globally distributed inference network ensures your AI applications deliver real-time responses wherever your users are.
- Auto-scaling from zero to thousands of replicas based on traffic
- Multi-region deployment across 60+ regions for low latency worldwide
- Edge inference for latency-critical applications
- OWS Forge API platform for unified model access and smart routing
- Model optimization with quantization, batching, and speculative decoding
Fine-tuning & RAG
Custom model adaptationAdapt foundation models to your domain with enterprise data. Build powerful Retrieval-Augmented Generation pipelines that ground AI responses in your proprietary knowledge base for accurate, context-aware outputs.
- LoRA, QLoRA, and full fine-tuning workflows with managed compute
- RAG pipeline builder with document ingestion and chunking
- Managed vector databases for high-performance semantic search
- Data privacy controls with on-premise and private cloud options
- Evaluation framework for measuring model quality and drift
AI Agent Deployment
Managed agent platformDeploy and manage autonomous AI agents with OWSClaw. From code assistants to data analysts, our managed platform handles the infrastructure complexity so your agents can focus on delivering value.
- One-click cloud deployment with OWSClaw — no local setup required
- Persistent memory — agents learn and remember across sessions
- Multi-modal capabilities: text, vision, code, file management
- Enterprise-grade isolation, audit logging, and access controls
- Powered by OpenClaw — 200K+ GitHub stars and growing
Batch Processing
Cost-optimized large-scale inferenceProcess millions of records through AI models at a fraction of real-time inference cost. Ideal for data enrichment, content moderation, document processing, and any workload where latency isn't critical.
- Up to 50% cost reduction vs. real-time inference pricing
- Integration with data pipelines: S3, GCS, Azure Blob, and more
- Scheduled workloads with cron-style job management
- Automatic retry, progress tracking, and result delivery
Enterprise AI
End-to-end AI transformationA comprehensive solution for organizations embarking on enterprise-wide AI adoption. From strategy to deployment, we provide the infrastructure, tools, compliance, and dedicated support to transform your business with AI.
- Private cloud deployment with dedicated hardware and network isolation
- SOC 2, HIPAA, GDPR, and industry-specific compliance frameworks
- Custom SLAs with 99.99% uptime guarantees and priority support
- Dedicated solutions architect and 24/7 technical account management
- Volume pricing, committed-use discounts, and flexible billing
Solutions by Industry
Purpose-built AI infrastructure tailored to the unique demands and compliance requirements of your industry.
Healthcare & Life Sciences
Accelerate drug discovery, power medical imaging analysis, and process genomic datasets on HIPAA-compliant infrastructure designed for the strictest regulatory requirements.
Financial Services
Build real-time risk models, deploy fraud detection systems, and power algorithmic trading with ultra-low-latency infrastructure and strict data sovereignty controls.
Autonomous Driving
Process massive volumes of sensor data, run high-fidelity simulations, and train perception models on clusters built for the massive parallel computing demands of autonomous vehicles.
Research & Education
Academic research clusters with shared computing resources, educational pricing programs, and collaboration tools designed to democratize access to cutting-edge AI infrastructure.
Media & Entertainment
Power AI-driven content generation, video processing pipelines, and real-time rendering with GPU clusters optimized for creative and media production workloads.
E-Commerce & Retail
Deploy recommendation engines, demand forecasting models, and visual search systems on infrastructure that scales seamlessly with peak shopping periods and seasonal demand.
How OWS Delivers
A proven three-step approach to designing and deploying the right AI infrastructure for your organization.
Assess
We start by deeply understanding your workload requirements, performance targets, compliance needs, and budget constraints. Our solutions architects analyze your current infrastructure and identify optimization opportunities.
Architect
Based on our assessment, we design the optimal infrastructure stack — selecting the right GPU configurations, networking topology, storage architecture, and software stack. Every solution is purpose-built for your specific use case.
Accelerate
We deploy your infrastructure rapidly and provide ongoing support to ensure peak performance. With continuous monitoring, proactive optimization, and dedicated technical account management, we help you scale as your AI ambitions grow.
Average deployment time
Infrastructure uptime SLA
Dedicated support
Enterprise deployments
Let's Build Your AI Solution
Whether you're training your first model or deploying AI across the enterprise — our team is ready to design the perfect infrastructure for your needs. Let's talk.