AlibabaProductionEvidence: Medium55/100

Turbo AI builds integrated AI infrastructure solution with Alibaba Cloud (CEN, Lightning Cube, Online Migration, Elastic GPU, Model Studio, Qwen/Wan)

Use case typeInfrastructure modernizationUpdated Jul 21, 2026

Turbo AI is a technology company founded by experts in cloud computing, distributed systems, and machine learning. It provides vertically integrated infrastructure services for organizations building, training, and running AI models. The company partnered with Alibaba Cloud to solve multi-cloud complexity, large-scale data migration, and GPU cost and flexibility challenges.

Organization
Turbo AI
Industry
Tech & Comms
Location
Indonesia
Published
July 2026

Reported outcomes

Strategic outcomes

Cost efficiencyImproved operational efficiencyCustomer experience & trustFaster video loadingOther strategic outcomeMulti-layer protection system
Why do we believe this deployment?Customer identity, provider attribution, maturity, and source checks
Customer
Turbo AI
Provider
Alibaba
Maturity
Production

Multi-cloud architecture created high operational costs and fragmented resource management

Customer identity supportedSource describes one deploymentMaturity supported

Primary read

Use case focus

Showing 3 of 4

  • 1Infrastructure modernization
  • 2Cloud migration
  • 3AI model training
  • Multi-cloud architecture created high operational costs and fragmented resource management.
  • Large-scale data migration introduced efficiency, stability, and security risks.
  • Turbo AI needed more cost-effective and flexible GPU solutions for video recognition workloads.
  • The business required a high-performance, secure global network for low-latency data transfer for AI and autonomous driving applications.
  • Alibaba Cloud provided Cloud Enterprise Network for secure and stable networking.
  • Lightning Cube and the online migration service enabled secure PB-level data migration from IDC to the cloud.
  • Elastic GPU Service provided instant availability and elastic scaling for video recognition processing.
  • AI Model Studio IDE and model APIs such as Qwen-Max, Qwen-VL, and the Wan series supported AI lifecycle development and multimodal model use.
Technologies
Alibaba Cloud Cloud Enterprise NetworkAlibaba Cloud Elastic GPU ServiceAlibaba Cloud Model StudioQwen-MaxQwen-VLWanAlibaba Cloud CDNAlibaba Cloud Anti-DDoS ProAlibaba Cloud Web Application FirewallAlibaba Cloud Cloud FirewallAlibaba Cloud Security Center
  • The solution improved operational efficiency and helped optimize cost structures.
  • CDN acceleration greatly improved video resource loading speed.
  • A multi-layered security architecture reduced risks across traffic, host, application, and data layers.
Architecture

Turbo AI deployed an integrated Alibaba Cloud solution including Cloud Enterprise Network (CEN), Lightning Cube, Online Migration Service, Elastic GPU Service, AI Model Studio IDE, model APIs for Qwen-Max, Qwen-VL and the Wan series, plus CDN acceleration and layered security services (Anti-DDoS, WAF, Cloud Firewall, Security Center, SSL, Content Security).

Sources & evidence1
Evidence: Medium55/100Evidence strength
  • Customer explicitly identified
  • Deployment status explicitly supported
  • Primary source available
  • Technical implementation details available
Type: Customer StoryPublished: Jul 21, 2026Publisher: Alibaba CloudEvidence: PrimaryConfidence: High
Primary source

AI-generated summary. Verify important details with the linked sources before relying on this case.

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