Reported impact
Business outcome
Content Safety : Achieved 99.5%+ accuracy in real-time filtering across all generated content. Cost Efficiency : Lowered API costs by 20% through elastic scaling.
- Cost Reduction
- Productivity Improvement
- Scalability
Alibaba CloudSoftware / SaaSCustomer Service AutomationReal-time AnalyticsRisk ManagementAI and Machine LearningCybersecurityData AnalyticsGenerative AI / LLMCost ReductionProductivity ImprovementScalabilityUndated Alibaba CloudAC#ff6a00Software / SaaSUnited StatesEaseMate's AI image and video generation required massive computational power with low-latency delivery. Content safety became paramount — with millions of AI-generated assets monthly, the company needed robust…Archived · Jul 21, 20264Customer Service Automation|Real-time Analytics|Risk ManagementAlibaba Cloud Model Studio · Qwen0 2026-07-21 4
EaseMate
Customer Service Automation · Real-time Analytics · Risk Management
EaseMate's AI image and video generation required massive computational power with low-latency delivery. Content safety became paramount — with millions of AI-generated assets monthly, the company needed robust real-time moderation to prevent harmful outputs.
Solution
EaseMate used Alibaba Cloud to address EaseMate's AI image and video generation required massive computational power with low-latency delivery. Content safety became paramount — with millions of AI-generated assets monthly, the company needed robust real-time moderation to prevent harmful outputs. EaseMate is an all-in-one AI assistant platform empowering users worldwide with generative AI for study, research, and creativity. The platform provides AI chat, image generation, and video creation tools that help students, researchers, and creators streamline workflows and unlock creative potential. Alibaba Cloud's AIGC services — including high-performance image and video generation — allowed EaseMate to deliver premium tools without the need for dedicated accelerated compute resources. Importantly, Alibaba Cloud's integrated generative AI security provided the company with enterprise-grade content moderation out of the box.
Data flow
EaseMate's workloads and source data are processed on Qwen, Alibaba Cloud Model Studio.
Solution architecture
- Compute
- Qwen Supports EaseMate's deployment by full-range, open-source, multimodal, and multi-functional
- Alibaba Cloud Model Studio Supports EaseMate's deployment by accelerate deployment and scaling of Qwen, Wan, and more leading models on one secure Alibaba Cloud platform
Architecture clues
- Primary customer region: United States
Evidence from the source
AIGC Services power the core image and video generation features.
Content safety became paramount — with millions of AI-generated assets monthly, the company needed robust real-time moderation to prevent harmful outputs.
EaseMate was built on Alibaba Cloud's AI infrastructure:
EaseMate's AI image and video generation required massive computational power with low-latency delivery.
Large Language Models drive the AI Chat assistant.
Transparency Evidence & methodology
Review how this reference was scored and trace each normalized claim back to its documented source.
Scoring methodology
How scores are calculated
Customer Reference Value measures usefulness as a customer reference. Evidence Confidence measures the quality and traceability of available evidence, not independent verification.
Customer reference value65/100
- Problem clarity20/20Measures whether the customer's operational problem is specific enough to compare.
- Implementation depth20/25Rewards named components, data flow, integrations, and architecture detail.
- Outcome specificity20/20Measures whether the reported benefit is concrete rather than a generic claim.
- Quantified impact0/250 metrics describe measurable impact.
- Deployment scale5/10Rewards evidence of a live or scaled deployment and meaningful integration scope.
Evidence confidence77%
- Source authority20/25The main evidence is an official vendor-published customer story.
- Claim traceability21/2510 of 12 key fields link to a named source.
- Direct evidence20/205 direct source quotes retained.
- Date provenance0/10The publication date has no documented provenance.
- Source transparency8/101 source reference document publisher, URL, authority, retrieval, and supported fields.
- Implementation specificity8/10Rewards source-backed components, data flow, quantified impact, and a specific outcome.
Traceability
Sources & provenance
Field coverage shows which facts each source supports. Dates are shown only when documented by the source.
- https://www.alibabacloud.com/customers/easemateAlibaba CloudFirst-party
EaseMate customer story
Supports- Customer
- Business problem
- Solution
- Products
- Solution components
- Data flow
- Integrations
- technical area
- use case category
- Business outcome
- outcome category
- Metrics
- Architecture
- evidence quotes
Date evidence
- First archived Jul 21, 2026 · Internet Archive · Independent First Wayback Machine capture; confirms the page existed by this date, not when it was published.Open date source
Not separately sourced Industry, Region, Company size. Treat these normalized attributes as lower-confidence until a dedicated source is added.
Related
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