AIPaaS - d.run
UIS Cloud AIPaaS, powered by DaoCloud's d.run (d.run), is an enterprise-grade platform that seamlessly integrates compute, models and applications.
Executive Summary
Your AI programme is accelerating. Your DORA, NIS2, and EBA obligations have not changed. Every model you train, or inference call you make, on infrastructure you do not fully control is accumulating regulatory exposure — and your next audit will surface it. The result is a false choice: move fast and accept control risk, or stay compliant and fall behind. That choice no longer exists.
UIS Cloud's AIPaaS runs your entire AI factory — model training, fine-tuning, inference, RAG, and agentic deployment — inside your own infrastructure, under your jurisdiction, with zero external dependency. It is the only platform your compliance team will not need to re-examine every time a regulator moves the goalposts.
The platform runs entirely inside your own infrastructure, built that way from the ground up rather than retrofitted.
Why d.run
Model development and training
Your data scientists work in familiar environments — JupyterLab, PyTorch, TensorFlow, PaddlePaddle — to develop AI algorithms and ML models from experimentation through to production, on infrastructure you control. Self-service distributed training across multi-node, multi-GPU clusters runs without any data leaving your environment.
Fine-tuning and LLM deployment
Automated fine-tuning pipelines adapt foundation models to your specific domain. Deployment, scaling, and monitoring of LLMs is fully managed within your perimeter via vLLM and SGLang inference — open and auditable.
Development environment management
Beyond JupyterLab, your MLOps and LLMOps engineers can define and deploy custom development environments — with direct, governed access to GPU resources, datasets, and compute — all within your controlled perimeter.
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 tools from our continuously updated Model Store to accelerate AI adoption.
Use Cases
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.
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.
Some of Our Clients
The Next Step
Talk to our engineers about running model training, fine-tuning, inference and agent deployment on d.run inside your own infrastructure.
We will map your AI needs while ensuring you meet your specific regulatory obligations — DORA, NIS2, GDPR, EBA.
Contact UIScloud.io to schedule your AIPaaS consultation.
Schedule Your AIPaaS Consultation
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