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Luculent Wisdom: Tackling Core Challenges with AI-Penetrative Supervision

Industry trends 2025.12.10 Luculent, Penetrative

Enterprises often face a series of challenges in digital construction

 such as fragmented information system development,

siloed business-financial data,

guerrilla-style data mid-platform building

simplistic tools

and formalistic supervision mechanisms


Luculent Wisdom's Solution:

A Three-Pronged Approach Integrating Processes, Data, and Risks

Luculent Wisdom addresses these issues by simultaneously focusing on processes, data, and risks

establishing an AI-Penetrative Supervision Platform

This platform aims to achieve dynamic monitoring and real-time control 

across all levels, the entire chain, the whole process, and all factors

Lucun's "AI + Penetrative Supervision" fortifies the compliance line and safeguards the high-quality development of state-owned enterprises.

  • ▲Click to watch the video



  • Penetrative :

  • This means looking beyond superficial information and data to achieve transparent supervision that is vertical to the end and horizontal to the edge of the enterprise

  • Supervision :

  • This involves using risk models to discern the truth, uncovering issues that are "invisible or unclear," identifying risks, and restoring the essence of situations.

  • Management :

  • This refers to implementing control measures to solve the problems identified through supervision, enabling precise intervention to eliminate risks at the source.

  • The platform strengthens this through:

  • Enhanced Integration & Process Penetration for clear visibility

  • Consolidated Standards & Data Penetration for effective management

  • AI Large Models & Risk Penetration for robust prevention

  • Furthermore, it establishes a closed-loop management process integrating "Monitoring -> Early Warning -> Disposition -> Feedback."


From traditional control to intelligent penetrative supervision

  • From passive response to proactive prevention

  • Extending from post-event disposal to in-process control and pre-event early warning

  • Evolving from single-risk to enterprise-wide risk management and control

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