Round 1 Winners!
Proof of Usefulness Report

YunChang

Analysis completed on 3/22/2026

+367.4
Proof of Usefulness Score
Certified Problem Solver

YunChang (formerly ChinaNetCloud) is an established and legitimate B2B cloud managed service provider with verified enterprise traction and robust technical infrastructure. However, the PoU submission is heavily penalized due to low-effort, contradictory, and spammy custom inputs (e.g., claiming 'everyone' as audience, nonsensical market cap revenue, and fake traction claims), resulting in reduced quality multipliers for reach, traction, and response quality.

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Score Breakdown

Real World Utility+175
Audience Reach Impact+30
Technical Innovation+90
Evidence Of Traction+50
Market Timing Relevance+70
Functional Completeness+2.5
Subtotal+417.5
Usefulness Multiplierx0.88
Final Score+367

Project Details

Description
YunChang uses the latest AI-Ops technology and solutions to change the way Internet Operations are managed. The Opstack Integrated Operations Platform includes Machine Learning and AI-based Expert Rule Engines, Anomaly Detection, and auto-healing. By combining OpsStack’s system models, on-server CMDB data, and deep monitoring data with these powerful AI tools, YunChang gives customers world-class services & capabilities. As a Gartner recognized MSP in Asia, YunChang is committed to providing reliable, secure, highly scalable and cost-optimized system infrastructure solutions. YunChang is also China’s first and only AWS CMT Partner for Governance tools. 上海云敞网络科技有限公司(简称“云敞科技”),脱胎于成立于2008年的云络网络科技(上海)有限公司,总部设在上海,是一家以混合云系统管理为核心的,提供一站式运维管理的系统服务商,创始团队是在互联网行业打拼十年以上的资深人士。云敞科技致力于帮助中国企业选好云,上好云,用好云。 公司拥有自主研发的智能运维管理平台OpsStack,是中国第一家被AWS全球技术认证的云合规治理安全平台,极大程度上帮助客户安全合规的使用云;拥有的运维即服务(OaaS)的创新服务理念,以满分通过AWS全球云计算服务商认证,并且是阿里云的核心合作伙伴。云敞强大的研发,技术专家和支持团队为客户提供世界领先的系统服务,最终旨在为客户提供系统设计、搭建、优化、迁移与24x7全天候管理,确保客户系统的可靠性、规模扩展、安全性、性能与成本优化的多重效益。 CTO - Mr.Steve Mushero https://www.linkedin.com/in/stevemushero/ CEO - 顾 Gu逸南 Yinan https://www.linkedin.com/in/%E9%80%B8%E5%8D%97-yinan-%E9%A1%BE-gu-16412915/

Algorithm Insights

Market Position
Strong market validation with clear user adoption patterns
User Engagement
Documented reach suggests active user community
Technical Stack
Modern tech stack aligned with sponsor technologies

Recommendations to Increase Usefulness Score

Document User Growth

Provide specific metrics on user acquisition and retention rates

Showcase Revenue Model

Detail sustainable monetization strategy and current revenue streams

Expand Evidence Base

Include testimonials, case studies, and third-party validation

Technical Roadmap

Share development milestones and feature completion timeline