Computing Power Scheduling Platform
An enterprise-grade platform that seamlessly integrates compute, models, and applications.
Product Architecture
Build high-performance and scalable AI infrastructure for enterprises: Unified orchestration of leading AI hardware worldwide, dynamically optimizing resource allocation with on-demand scheduling and granular management—achieving over 80% computing resources utilization. Integrated with advanced tools for model fine-tuning, deployment, and inference, supporting mainstream frameworks, and providing plug-and-play models from our continuously updated Model Store to accelerate AI adoption.
Product Features & Advantages
AI Computing Orchestration
Enterprise LLM Services
One-Stop Machine Learning Services
AI Computing Orchestration
Increase resource utilization beyond 80%
- Dynamically allocate and optimize resources through computing resource pooling, sharing, and intelligent scheduling technologies, maximizing infrastructure efficiency.
Unified management of heterogeneous computing resources
- Centrally orchestrate diverse GPUs to precisely meet enterprise-grade heterogeneous computing demands, accelerating the transformation of computing power into AI productivity.
Seamlessly scale for high-concurrency LLM workloads
- Leverage cloud-native autoscaling, end-to-end observability, and multi-dimensional scheduling policies to handle traffic spikes in LLM inference scenarios—without performance degradation.
Multi-tenant isolation & management
- Ensure secure collaboration across teams with granular quota management, RBAC-based access controls, and real-time monitoring/auditing—all within a shared computing resource pool.
Usage Cases
LLM Training, Fine-Tuning, and Inference
Leverage AI infrastructure for efficient model training, fine-tuning, and inference, empowering intelligent Q&A, chatbots, text summarization, translation, and agent applications.
AIGC
Use generative AI to automate marketing copy, visual creation, and digital content production,from idea generation to optimization.
Autonomous Driving
Build high performance AI infrastructure to support closed-loop training to optimize perception, planning, and control for autonomous driving.
Finance
Empowering intelligent investment research, risk management, customer service, quantitative trading, and compliance for smarter decisions and better risk control.
Governance
Enhancing public services, safety systems, policy-making, and emergency response with AI-driven upgrades.
Healthcare
Building AI-powered healthcare infrastructure to enable intelligent diagnosis, treatment recommendations, compliance checks, and drug discovery.
Education and Scientific Research
Driving innovation in intelligent education platforms, research collaboration tools, and AI teaching assistants to accelerate experimental optimization and inspire interdisciplinary research.
Manufacturing
Transforming manufacturing through intelligent design, production, quality inspection, supply chain management, and energy optimization.
Flexible Solutions for Enterprises & Developers
d.run Private Deployment
For all size of enterprises
High Resource UtilizationRich Toolchain
d.run empowers enterprises to build private AI computing platforms, combining a high-performance orchestration engine, end-to-end ML platforms, and efficient model services. This solution aligns with long-term AI policies while ensuring data privacy and security.
DeepSeek All-in-One
For all size of enterprises
Private DeploymentInnovation Ready
The DeepSeek All-in-One integrates hardware-software synergy, delivering cutting-edge models out-of-the-box. Deploy services in half day, with support for multiple GPUs and models.
d.run AI Computing Cloud Service
For enterprises & developers
Second-level ResponseUser-friendly
d.run delivers cloud-based AI computing services, enabling enterprises and developers to access computing resources on demand, deploy or invoke models instantly, and build AI applications rapidly without environment setup.