China Cloud & AI · huaweicloud.com
Huawei Cloud
31 verified customer use cases (100% with quantified ROI · Avg Value Score 95.8 · 100% with mapped architecture components).
- Verified stories
- 31
- Quantified ROI
- 100%
- Avg value score
- 95.8
- Industries served
- 11
- Distinct products
- 143
Architecture Stack Signature
6-Layer Production Component Breakdown
Huawei Cloud Stack 8 Ascend AI Cloud Service 2 Ascend Cloud Service 2
AI Account Manager Assistant 1 AI Product Images 1 AI coal blending system 1
ModelArts 4 Cloud Container Engine CCE 2 AI computing and data center 1
Web Application Firewall 2 Cloud Firewall 1 DDoS protection service 1
DWS 1 FusionInsight 1 GaussDB 1
DMS for Kafka 1 Huawei IoT modules 1 Huawei edge devices 1
Product & Model Ecosystem
Most Deployed Products & Co-occurring Pairs
Top named products & AI models
Huawei Cloud Stack 8 ModelArts 5 Ascend AI Cloud Service 2 Ascend Cloud Service 2 CCE 2 Cloud Container Engine CCE 2 DataArts Studio 2 ECS 2
Most frequent co-deployed product pairs
- Ascend Cloud Service + ModelArts 2 stories
Adoption Footprint
Sector, Region & Organization Scale
Top adopting industries
Geographic footprint
- Greater China 28 (90%)
- Global / Multi-region 3 (10%)
Organization scale
- Enterprise 18 (58%)
- SMB 3 (10%)
- Public sector 2 (6%)
- Mid-market 1 (3%)
Verified Business Impact
Outcome Categories & Customer ROI Proof
Primary outcome drivers
Huawei Cloud Sample Archived · May 11, 2026 Yunnan Communications Investment and Construction Group Yunnan Jiaotou needed a transport-domain AI system that could handle complex mountain highway construction, maintenance, operations, and safety workflows, but no mature transportation large model, no high-quality domain… accuracy greater than 90% AI platform toolchain · Green Beautiful Corridor transportation large model · Huawei Cloud Stack Huawei Cloud Sample Archived · Apr 21, 2026 Chinalco Group Chinalco needed to apply AI across a dispersed nonferrous-metal value chain where complex process control, safety risks, fragmented data, and plant-specific deployments made traditional optimization and inspection… 18 production scenarios Aluminum Intelligence Cloud Scheduling · Green Aluminum Cloud Wisdom · Huawei Cloud Stack Huawei Cloud Sample Archived · Apr 20, 2026 Postal Savings Bank of China Postal Savings Bank of China needed a scalable AI infrastructure and unified model platform so it could automate customer service, trading, document review, and risk workflows without creating disconnected AI pilots… RFQ volume exceeded 1.5 trillion yuan AI computing and data center · Huawei Cloud Stack · Youzhi large model Huawei Cloud Sample Archived · Apr 13, 2026 Nantong High-Tech Holding Group Nantong High-Tech Holding Group needed a trusted way to circulate design, image, and production data across the home-textile ecosystem so companies could reduce duplicated material spend, protect IP, and attach AI… annual revenue about 2 billion yuan DWS · DataArts Studio · EDS, TICS, and BCS trusted-circulation services Huawei Cloud Sample Archived · Mar 11, 2026 Nanjing Iron and Steel Nanjing Iron and Steel had rich plant data and high-value optimization opportunities, but data sharing, model adaptation to steel processes, and fragmented scenario development made it hard to scale AI across the… 20 intelligent applications in production AI coal blending system · Huawei Cloud Stack · double-model intelligent Q&A Huawei Cloud Sample Archived · Jan 15, 2026 Conch Group Conch needed to scale AI across cement production, but traditional model development was slow, hard to generalize, and too weak to support real-time quality, energy, equipment, and safety optimization at industrial… 28 equipment-monitoring scenarios AI training center · Huawei Cloud Stack · NLP large model Huawei Cloud Sample Nov 14, 2025 China Mobile Guangdong China Mobile Guangdong wanted to upgrade enterprise support operations so account managers could handle enterprise services faster, reduce repetitive preparation work, and improve customer experience under its AI+… reduced average business processing time by 30% AI Account Manager Assistant · AI-Native architecture · LLM Engine Huawei Cloud Sample Archived · Oct 11, 2025 Hailiang Group Hailiang Group needed to unify more than 300 business systems, centralize core data, and push AI into high-value manufacturing processes such as copper-foil production without sacrificing reliability or rollout speed. 12 major processes analyzed FusionInsight · Hailiang Brain · Pangu Predictive Model Huawei Cloud Sample Archived · Oct 11, 2025 Quwan Technology Quwan Technology needed a cheaper and faster way to train, tune, and deliver realistic digital humans because traditional workflows took days, suffered from poor lip sync and expression quality, and made enterprise… development efficiency improved by more than 50% Ascend AI Cloud Service · ModelArts Studio · Xiaoxin digital assistant Huawei Cloud Sample Archived · Sep 8, 2025 Ordos City Ordos needed a repeatable way to modernize hundreds of fragmented coal mines, but operators lacked shared standards, interoperable data, scalable AI infrastructure, and reusable models for safety, efficiency, and… 5 demonstration mines launched Huawei Cloud Stack · MaaS application marketplace · Pangu mining large model Huawei Cloud Sample Archived · Sep 8, 2025 Xiangtan Iron and Steel Group Co., Ltd. (湘潭钢铁集团有限公司) Xiangtan Steel needed a way to scale industrial AI across many production scenarios because fragmented projects, repeated model-workflow setup, and the lack of a unified AI development platform made steel AI expensive… 32 intelligent applications went live AI foundational platform · AI operations management center · Huawei Cloud Stack large-model hybrid cloud Huawei Cloud Sample Archived · Aug 26, 2025 Fengtu Technology Fengtu Technology needed to run GPU-heavy inspection and safety models in the cloud without wasting compute, while also improving fatigue detection and commercial-vehicle risk response for logistics customers. around 10% reduction in escort labor input DMS fatigue detection · FunctionGraph · ResNet image classifier Huawei Cloud Sample Archived · Aug 5, 2025 Hainan Airlines (海南航空股份有限公司) Hainan Airlines needed to stop scraping, fake seat holds, and marketing abuse across its digital channels because those attacks were raising costs, destabilizing pricing, and hurting direct-sales conversion. direct-sales rate was below 50% Dingxiang intelligent risk-control platform · device fingerprint tool · intelligent CAPTCHA tool Huawei Cloud Sample Archived · Jul 8, 2025 Meitu Meitu needed to scale AIGC image and video products for both consumer and productivity use cases while controlling GPU cost, accelerating model iteration, and keeping global data movement and user experience reliable. data-transfer efficiency improved by 50% AI Product Images · Ascend Cloud Service · Cloud Connect Huawei Cloud Sample Archived · Dec 14, 2024 Shengtong Technology Shengtong Technology needed a way to make industrial inspection models more accurate and easier to adapt across power, mining, and chemical sites without buying large amounts of local GPU infrastructure. 3 billion parameters in the parent model Pangu mining foundation model · Shengtong industrial inspection large model · industry large models Huawei Cloud Sample Archived · Dec 14, 2024 Thinla Thinla needed to scale a global influencer-marketing platform, keep API performance stable under large international campaign loads, and improve the precision of its creator-matching model without losing cost control. 100,000 API calls per second Ascend compute · CCE · ECS and LTS real-time monitoring platform Huawei Cloud Sample Archived · Dec 14, 2024 Kuakua Jingling (夸夸菁领) Kuakua Jingling needed a secure, always-on platform for AI digital employees that could handle sensitive government and enterprise workflows while supporting fast model iteration and tenant-specific knowledge. 7x24 automated execution capability DDoS protection service · ModelArts · Pangu large model Huawei Cloud Sample Archived · Jul 22, 2024 Zhicheng Technology Zhicheng Technology needed to turn large, messy, high-frequency industrial data into an AI-consumable asset base and agent platform while keeping graph queries, writes, and service uptime within strict manufacturing… 10,000 TPS peak access CCE · Chuntie Cognite · Chuntie Fusion Huawei Cloud Sample Archived · Jul 22, 2024 Leishen Intelligence Leishen Intelligence needed to reduce the cost and deployment friction of autonomous forklifts while making multi-vehicle coordination, perception, and warehouse management practical for real customers. deployment for more than 10 vehicles could previously take more than half a year 3D SLAM lidar navigation algorithm · ECS · Huawei Atlas intelligent computing platform Huawei Cloud Sample Archived · Jul 22, 2024 CreativeFitting (井英科技) CreativeFitting needed to accelerate iteration of its self-developed AIGC video-generation models, eliminate manual compute scheduling and duplicate training-data distribution, balance daily GPU demand spikes against… Average daily output increased by nearly 10x Cloud Container Engine (CCE) · Elastic Cloud Server (ECS) · Huawei Cloud GPU compute resources Huawei Cloud Sample Archived · Jul 22, 2024 Suwen Technology Suwen Technology needed to process large volumes of multilingual market and technology data, keep its AI research platform stable, and make large-model answers fast enough for enterprise users without maintaining a… AI model deployment and execution efficiency improved by more than 15x GaussDB · Huawei Cloud GPU compute resources · OBS Huawei Cloud Sample Est. · Mar 28, 2023 Square Kilometre Array (SKA) Observatory The SKA Observatory needs to process and manage extremely large radio astronomy datasets generated by telescope arrays in remote locations, while using power-efficient hardware and making the data usable for astronomers… About 600 PB of data will be archived during phase 1 of the project AI techniques · SKA regional centers · high-performance computing system Huawei Cloud Sample Est. · Jan 30, 2023 Yunlu Technology Yunlu Technology needed to monitor structures across the full construction lifecycle, unify data from many stakeholders, and use that data to detect hazards, predict structural health, automate inspections, and identify… a prediction accuracy of close to 90 percent Huawei Cloud EI · Huawei IoT modules · Huawei blockchain platform Huawei Cloud Sample Wanxing Technology (万兴科技) Wanxing Technology needed to reduce the cost of API-based video generation, gain more control over model quality, and secure enough AI compute to support very high global demand for AIGC video features. 30+ professional camera movements Ascend AI Cloud Service · Pangu multimodal large model · Tianmu 2.0