Evaluation Center/Human-Machine Collaboration and Organizational Evolution Evaluation

Human-Machine Collaboration and Organizational Evolution Evaluation

Assessment of Enterprise AI Adoption Depth and Human-Machine Collaboration Levels

Evaluation Target

Average Score

66.5

Highest Score

89.2

Average Gain

+5.8

New This Round

character

ByteDance

Exemplar of an AI-Native Organization

89.2+3.5

AI deeply integrated into the product workflowData-driven decision-making cultureIndustry-leading talent density

Alibaba

The Benchmark for Comprehensive AI Transformation

86.5+2.8

AI Tools for EveryoneAgile organizational restructuringRefine AI Governance Framework

Teng

Tencent

Human-Machine Collaborative Innovation Practice

84.0+2.2

Full-scale rollout of AI-assisted R&DRich ecosystem of internal AI toolsOpen and inclusive organizational culture

Full Ranking

Character

ByteDance

Internet

Exemplar of an AI-Native Organization

AI deeply integrated into the product workflowData-driven decision-making culture

89.2

+3.5

Alibaba

Internet

The Benchmark for Comprehensive AI Transformation

AI Tools for EveryoneAgile organizational restructuring

86.5

+2.8

Teng

Tencent

Internet

Human-Machine Collaborative Innovation Practice

Full-scale rollout of AI-assisted R&DRich ecosystem of internal AI tools

84.0

+2.2

Hua

Huawei

Technology

AI-Driven Organizational Transformation

Deep Integration of AI and ManufacturingDigital Talent Development System

81.5

+1.8

Beautiful

Midea Group

Manufacturing

Pioneer in AI Transformation for Manufacturing

Full implementation of smart manufacturingMature human-machine collaborative production lines

78.2

+4.5

Hire

China Merchants Bank

Finance

Financial AI Organizational Evolution

AI-powered risk control system enhancedIntelligent customer service with full coverage

75.8

+3.2

than

BYD

Manufacturing

New Energy Vehicle AI Organization

AI-Driven Innovation in Automotive ManufacturingExpanding the Intelligent Driving Team

72.5

Average Dimension Score

Rating Dimensions and Weights

AI Adoption Depth25%

AI adoption in business processes

Human-Machine Collaboration Level20%

Human-Machine Collaboration Workflow Design and Efficiency Improvement

Organizational Agility15%

Organizational adaptability to technological change

Talent Upgrade15%

AI Talent Development and Skills Transformation

Cultural Transformation15%

Digital Culture and Change Management

Governance System10%

AI Governance Framework and Ethical Guidelines

Other Review Categories

Enterprise Reviews

AI Enterprise Comprehensive Capability Assessment

Product Reviews

AI Product Maturity Assessment

Project Evaluation

Innovation Project Potential Assessment

Institution Review

Investment Firm Influence Ranking

Influencer Impact

AI Leadership Impact Assessment

Enterprise Innovation Capability Assessment

AI Enterprise Innovation Investment and Output Assessment

AI Product Maturity Assessment

Comprehensive Review of AI Product Features, Stability, and User Experience

AI Project Feasibility Assessment

Technical Feasibility and Commercial Potential Assessment for AI Innovation Projects

Solution Provider Capability Assessment

Evaluating AI Solution Providers: Expertise and Delivery Quality

Selection of Outstanding AI Application Cases

Selection and Showcase of Outstanding AI Application Implementation Cases

Appeal Evaluation, Report Errors, and Review

Dispute Resolution for Evaluation Results, Data Correction, and Review Mechanism