AlibabaProductionEvidence: Medium65/100

Combat IQ: Real-time computer vision sports analytics on Alibaba Cloud ECS

Combat IQ is an AI-powered data analytics company headquartered in London. They apply machine learning and computer vision to combat sports to make fan experiences more engaging, insightful, and accessible.

Organization
Combat IQ
Industry
Other
Published
July 2026

Reported outcomes

+62.5%

average lead time efficiency for successful system setupTime & speed

+40.8%operational cost efficiency−31.6%deep learning model inference time

Strategic outcomes

Speed & agilityFaster system setup and deploymentCost efficiencyMore efficient cloud infrastructureRisk & complianceStable development and production environments

Catalog median for time & speed deployments: +60% across 143 reported metrics. Compare benchmarks →

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

Normalized claim

Operational cost efficiency: 40.8% increase

Alibaba CloudJul 22, 2026Customer storyExplicit claimMedium evidence strength

Operational cost efficiency improved by 40.75%

Normalized claim

Average lead time efficiency for successful system setup: 62.5% increase

Alibaba CloudJul 22, 2026Customer storyExplicit claimMedium evidence strength

Average lead time efficiency for successful system setup improved by 62.5%

Normalized claim

Deep learning model inference time: 31.6% decrease

Alibaba CloudJul 22, 2026Customer storyExplicit claimMedium evidence strength

Deep learning model inference time reduced by 31.58%

Why do we believe this deployment?Customer identity, provider attribution, maturity, and source checks
Customer
Combat IQ
Provider
Alibaba
Maturity
Production
Linked source
Alibaba Cloud

Operational cost efficiency improved by 40

Customer identity supportedSource describes one deploymentMaturity supported

Primary read

Use case focus

Showing 3 of 3

  • 1Real-time analytics
  • 2Computer vision monitoring
  • 3Infrastructure modernization
  • Build a highly reliable, low-latency real-time analytics platform for computer vision motion tracking and global video streaming/API services.
  • Provide stable infrastructure that supports real-time motion tracking and analysis at low latency for a global audience.
  • Combat IQ migrated development and production infrastructure to Alibaba Cloud.
  • The company primarily used Elastic Compute Service (ECS) to deploy virtual machines that run its computer vision models, video streaming infrastructure, and API services.
  • They accessed the VMs via SSH, installed deep learning models, optimized system performance for low-latency inference, and set up video streaming and APIs.
  • The company plans to combine Elastic Block Storage (EBS) and Object Storage Service (OSS) to meet growing cloud data storage needs.
  • Operational cost efficiency improved by 40.75%.
  • Average lead time efficiency for successful system setup improved by 62.5%.
  • Deep learning model inference time reduced by 31.58%.
Sources & evidence1
Evidence: Medium65/100Evidence strength
  • Customer explicitly identified
  • Deployment status explicitly supported
  • Primary source available
  • Quantified outcome available
  • Technical implementation details available
Type: Customer StoryPublished: Jul 22, 2026Publisher: Alibaba CloudEvidence: PrimaryConfidence: High

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

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