What challenges did Topview face before AI implementation?

Network fluctuations and hardware overloads made real-time AI digital-human live streaming unstable. High local hardware costs and limited scalability constrained overseas expansion.

What was the impact of the AI solution?

Project implementation and deployment accelerated by 20%. IT costs were reduced by 30%. Performance stability improved for overseas live streaming.

Source

AlibabaEvidence: Medium50/100

Topview: Elastic Desktop Service to stabilize AI digital-human live streaming and cut IT costs

Use case typeOperations optimizationUpdated 1 day ago

Topview is a technology-driven SaaS provider for short video and live-stream production and AI digital-human live streaming. During overseas expansion, it faced network fluctuations and hardware overloads when generating AI digital humans in real time, which caused unstable live-stream performance and limited growth. The company used Alibaba Cloud Elastic Desktop Service, Cloud Enterprise Network, and Object Storage Service to elastically scale resources, improve deployment speed, and support global live-stream operations.

Organization: Topview
Industry: Tech & Comms
Location: China
Published: July 2026

Reported outcomes

IT cost: −30%

Cost savings

Project implementation/deployment speed: +20%

Strategic outcomes

Cost efficiencyImproved work efficiencyScale & capacityStabilized overseas live streaming

Catalog median for cost savings deployments: −40% across 179 reported metrics. Compare benchmarks →

Why do we believe this?Outcome claims, sources, and evidence checks

Normalized claim

Project implementation/deployment speed: 20% increase

Alibaba Cloud Customer StoriesJul 29, 2026Customer storyExplicit claimMedium evidence strength

"speed up project launches by 20%"

Normalized claim

IT cost: 30% decrease

Alibaba Cloud Customer StoriesJul 29, 2026Customer storyExplicit claimMedium evidence strength

"cut our IT costs by 30%"

Why do we believe this deployment?Customer identity, provider attribution, maturity, and source checks

Customer: Topview
Provider: Alibaba
Maturity: Unknown
Linked source: Alibaba Cloud Customer Stories

No explicit deployment-stage evidence found.

Customer identity supportedSource describes one deploymentMaturity evidence evaluated

Primary read

Use case focus

Showing 2 of 2

1Operations optimization
2Cloud migration

Network fluctuations and hardware overloads made real-time AI digital-human live streaming unstable.
High local hardware costs and limited scalability constrained overseas expansion.

Alibaba Cloud Elastic Desktop Service provided elastic compute that could scale with live-stream demand.
Cloud Enterprise Network and Object Storage Service supported the broader deployment and storage footprint.
Alibaba Cloud's global infrastructure and local support helped Topview resolve issues quickly and operate more efficiently.

Technologies

Alibaba Cloud Elastic Desktop Service (EDS)Cloud Enterprise Network (CEN)Object Storage Service (OSS)

Project implementation and deployment accelerated by 20%.
IT costs were reduced by 30%.
Performance stability improved for overseas live streaming.

Architecture

Topview used Alibaba Cloud Elastic Desktop Service (EDS) to elastically scale desktop/compute resources for real-time AI digital-human live streaming, with Cloud Enterprise Network (CEN) and Object Storage Service (OSS) listed as supporting services. The article says Alibaba Cloud's global infrastructure and local support helped resolve issues quickly and improve operational efficiency.

Sources & evidence1

Evidence: Medium50/100Evidence strength