AI server and DeepSeek R1 70B private deployment
Move large-model capability into a local enterprise environment that is controllable, maintainable, and ready for internal AI applications.
DeepSeek R1 70B private deployment
Enterprise digitalization / Private AI · 某企业客户 · 2026
The customer needed a local AI infrastructure foundation as internal documents, business data, knowledge assets, and intelligent-office scenarios continued to grow.
The project had to procure a high-performance AI server, deploy DeepSeek R1 70B, support around 50 concurrent internal users, and cover document parsing, image recognition, speech-to-text, AI chat, knowledge Q&A, and business reasoning.
The delivery also had to include OS setup, GPU drivers, CUDA, inference runtime, model service initialization, training, remote support, field service, and key-part warranty.
How Ouryun ships DeepSeek R1 70B private deployment for 某企业客户
Ouryun delivered the AI server, DeepSeek R1 70B deployment, inference runtime configuration, service tuning, remote training, and support as one integrated engagement.
AI server hardware
Dual high-performance CPUs, large DDR5 ECC memory, NVMe SSDs, 25G dual-port fiber networking, 8 NVIDIA RTX 5090 32GB GPUs, redundant power, and rack-ready delivery.
DeepSeek R1 70B deployment
Configured Linux, GPU drivers, CUDA, model files, dependencies, inference framework, and service startup, with loading and stability validation before handover.
Multi-scenario AI support
Supports document parsing, image recognition, speech-to-text, AI chat, knowledge Q&A, and business reasoning.
Enterprise knowledge-base integration
Can connect policies, business materials, process standards, and product documents into an internal natural-language Q&A entry point.
Training and support
Provides server usage training, model runtime onboarding, inference service operations, troubleshooting, remote support, field service, and hardware warranty support.
From connect to ship, in four steps
Hardware
Select, procure, assemble, and deliver the rack server while validating GPU, storage, network, and redundant power requirements.
Runtime
Install Linux, GPU drivers, CUDA, dependencies, and inference runtime, then deploy DeepSeek R1 70B services.
Tuning
Test model loading, inference response, concurrent access, and service stability before handover.
Operate
Deliver remote training, operations guidance, troubleshooting paths, and long-term support.
Customer profile
A private AI server delivery with DeepSeek R1 70B deployed locally for document parsing, image recognition, speech-to-text, knowledge Q&A, and business reasoning.
Needs
The customer needed a local AI infrastructure foundation as internal documents, business data, knowledge assets, and intelligent-office scenarios continued to grow. The project had to procure a high-performance AI server, deploy DeepSeek R1 70B, support around 50 concurrent internal users, and cover document parsing, image recognition, speech-to-text, AI chat, knowledge Q&A, and business reasoning. The delivery also had to include OS setup, GPU drivers, CUDA, inference runtime, model service initialization, training, remote support, field service, and key-part warranty.
Solution
Ouryun delivered the AI server, DeepSeek R1 70B deployment, inference runtime configuration, service tuning, remote training, and support as one integrated engagement.
Impact
70B Local model scale; 50 Target concurrent users; 8×5090 High-performance GPU stack; 本地化 Local control over data and model runtime
Numbers that prove value
Bring this capability into your business
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