Artificial Intelligence
Full-stack private deployment from model training to application
Overview
The ZC Digital Intelligence AI solution offers one-stop private AI deployment, integrating self-developed AI servers and a self-developed compute scheduling platform that adapts to mainstream machine-learning frameworks, algorithm models and dataset tooling — giving enterprises an easy-to-deploy, efficient AI development and runtime environment.
The solution covers the full workflow from data processing, model training and fine-tuning to inference services, supporting large language models, AIGC, computer vision and intelligent speech across scenarios, helping users across industries accelerate AI transformation and business innovation.
Core Capabilities
Large-model training and inference: full-parameter pre-training, LoRA/QLoRA fine-tuning and high-concurrency inference for 7B-70B and larger models.
AIGC across scenarios: text-to-image, text-to-video, 3D-asset generation, digital-human driving, speech synthesis and recognition for content creation and marketing automation.
Computer vision: object detection, face recognition, behavior analytics and industrial quality inspection for security, manufacturing and transportation.
Intelligent speech and NLP: high-concurrency ASR/TTS, semantic understanding, multilingual translation, intelligent customer service and Q&A.
One-stop scheduling platform: unified resource management, task scheduling, model registry and monitoring to lower the bar for AI adoption.
Use Cases
Enterprise private large models: knowledge-base Q&A, RAG, intelligent office assistants
Content and marketing: AIGC content production, digital-human live streaming, intelligent customer service
Industry and security: visual quality inspection, surveillance, defect detection
Government and finance: intelligent approval, compliance review, robo-advisory
Why ZC
Full-stack private deployment — data stays in-domain, secure and compliant
Elastic compute scheduling with unified training and inference for high resource utilization
Out-of-the-box, easy to deploy, markedly shortening time-to-value for AI
Related Solutions
Education & Healthcare
Education and healthcare are cornerstones of public well-being. Built on AI, big data and IoT, ZC Digital Intelligence deeply integrates intelligent computing with industry scenarios, providing schools, hospitals and research institutes with secure, controllable IT infrastructure that accelerates education modernization and smart healthcare.
Finance
ZC Digital Intelligence builds high-performance computing platforms for securities firms, banks and insurers. Centered on quantitative trading, intelligent risk control and real-time decision-making, it delivers low-latency, highly available infrastructure that drives continuous upgrading of financial business models.
HCI Integrated Solution
The ZC Digital Intelligence HCI integrated solution is built on a self-developed server foundation and a self-developed hyperconverged software platform. Using the latest cloud-computing technology, it unifies compute, storage and network scheduling while keeping business and data on-premises — balancing security and compliance with efficient utilization.