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Enterprise AI Analysis: Digital platforms and the transformation of crime governance

RESEARCH

Digital platforms and the transformation of crime governance

In response to the crisis of organizational regulation posed by new forms of cybercrime, the imperative to sustain the so-called "miracle of sustained social stability" in the digital age has become central to the transformation of crime governance. Within the analytical framework of state capacity, platform-based governance offers a pathway for this transformation across technological, organizational, and institutional dimensions. This governance model encompasses both governance via mega-platforms and governance via integrated comprehensive platforms. These two modes of governance are characterized by technical arrangements centered on data control, organizational strategies aimed at social integration, and institutional mechanisms grounded in preventive legal norms. Their development follows a "technology → organization → institution” logic, which constructs a system of digital bureaucracy. The significance of this shift lies not only in addressing the crisis of governance capacity through governance through platforms, but also in aspiring toward governance of platforms, a normative turn that emphasizes principles of good law and governance (liangfa shanzhi) and rationality of value.

Executive Impact at a Glance

Discover the critical shifts and efficiencies platform-based governance brings to crime control and social stability.

Annual Growth in Cybercrime Cases
1/3 of all recorded crime is cybercrime
Telecom Fraud Cases (Jan-Jul 2021)
Resolution & Satisfaction Rate on Governance Platforms

Deep Analysis & Enterprise Applications

Select a topic to dive deeper, then explore the specific findings from the research, rebuilt as interactive, enterprise-focused modules.

1/3 of all recorded crime in China is now cybercrime

Traditional vs. Digital Crime Governance Challenges

Feature Traditional Crime Governance Cybercrime Governance
Detection & Evidence
  • Territorially bound, visible, physical evidence
  • Remote, non-contact, digital evidence challenges
Jurisdiction & Coordination
  • Clear geographic boundaries, hierarchical structures
  • Transregional, cross-border, complex digital networks
Regulatory Approach
  • Reactive, post hoc, case-based enforcement
  • Proactive, digitally embedded online regulation needed
Effectiveness
  • Effective for street-level offenses
  • Sluggish, limited preventive capacity for online black industry

Case Study: The Online Black Industry

China's 'online black industry' (wangluo heichan) represents a vast, sprawling ecosystem of internet-based crimes and supporting illicit services. It involves over 1.5 million individuals and generates hundreds of billions of yuan annually. Traditional, reactive governance models struggle to penetrate this deeply networked and transnational criminal infrastructure, highlighting the urgent need for proactive, digitally embedded regulation.

Platform-Based Governance Construction Logic

Technology
Organization
Institution

Case Study: National Anti-Fraud Big Data Platform

The National Anti-Fraud Big Data Platform exemplifies platform-based governance in action. Established by the Ministry of Public Security, this unified system integrates diverse information sources from nearly 3,000 financial and payment institutions. Leveraging advanced AI models, it provides intelligent risk control and targeted interventions against telecom fraud at all stages, issuing millions of early-warning alerts within its first six months and becoming a central command hub for China's anti-fraud efforts.

Data Control is the core of platform-based governance

Governance of Platforms Regulatory Logic

Institution
Organization
Technology

Principles of Data Justice in Platform Governance

Principle Description Implication for Platforms
Visibility of Data Use
  • Legal responsibilities and powers of platforms must be transparent and publicly accountable.
  • Codify clear gatekeeper duties, develop formalized power lists.
Prior Agreement
  • Methods and consequences of platform-based governance must be transparent to the public.
  • Publicly disclose technical systems, ensure evidence-based processes, implement appeal-relief mechanisms.
Protection from Unjust Outcomes
  • Vigilance against erosion of individual rights, algorithmic bias, and digital divide.
  • Reorient governance towards value-rational ends, empower citizens, ensure participatory regulation.
Appeal Rights for individuals impacted by technical anti-fraud interventions

Advanced ROI Calculator

Estimate the potential return on investment for implementing AI-driven crime governance platforms within your enterprise.

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Your Implementation Roadmap

A typical phased approach to integrating platform-based governance solutions into your operations.

01 Initial Data Infrastructure Deployment

Establish foundational digital infrastructure, including IoT, 5G, and cloud computing, to enable large-scale data collection and processing for platform operations.

02 Platform System Integration & Algorithmic Development

Integrate central platform systems with existing bureaucratic frameworks, embedding governance logics into algorithms for intelligent risk assessment and precision intervention.

03 Organizational Reconfiguration & Stakeholder Integration

Reorganize governance structures to foster collaboration between state agencies, mega-platforms, and grassroots units, enhancing online mobilization and coordination.

04 Legal & Regulatory Framework Establishment

Develop and institutionalize preventive legal norms, codifying platform responsibilities as digital gatekeepers, and establishing mechanisms for transparency, accountability, and user rights protection.

05 Continuous Optimization & Public Engagement

Implement feedback loops, appeal mechanisms, and public participation channels (e.g., WeChat groups) to refine governance models and ensure alignment with societal values and needs.

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