Chuling Intelligent Computing Empowers Archive Management: Activating Data, Enabling Smarter Decisions
When archives are no longer dusty files, when data responds to societal needs in real time, and when AI agents become the "powerhouse brain" behind decisions—a smart revolution in records management is quietly unfolding alongside the rise of intelligent computing networks. At the Science Café event held at Zhejiang Provincial Archives on 7/21, Dr. Huang Jianfeng, Head of the AI Center at Chulian Shares, presented...Agent for Intelligent Archive Knowledge Management and Decision Support Based on an Intelligent Computing NetworkThis session presents a new vision for records management, shifting from "static storage" to "dynamic empowerment."
Dr. Huang Jianfeng, AI Center, Chuling Shares
Solving Industry Pain Points: Bringing Archival Knowledge to Life
Traditional archives management has long struggled with a "storage-heavy, application-light" imbalance: standardized products suffer from low efficiency, knowledge mining lags, and there is a lack of personalized, intelligent processing capabilities. Reliance on manual entry and analysis not only consumes time and effort but also introduces bias due to subjective experience. In the face of sudden demands—such as disaster response or policy research—scattered data and slow responses often cause missed opportunities.
Dr. Huang's intelligent computing network solution directly addresses these pain points, offering a breakthrough strategy. By establishing an integrated "compute-network" architecture, it seamlessly merges the archival knowledge base with real-time data collection, intelligent analysis, and dynamic decision-making—bringing dormant archive data to life. Whether for corporate intelligence analysis, government emergency response, or public safety risk prediction, this system enables rapid knowledge retrieval and precise matching.
Chuleng Shares Enterprise Intelligent Computing Network Solution
Core Capability: From Data Accumulation to Intelligent Decision-Making
This agent, powered by an intelligent computing network, is centered on "connection" and "response."
On one hand, it breaks down data silos to seamlessly integrate internal and external knowledge. The system automatically pulls real-time internet data and deeply correlates it with historical archives. For example, during a flood, it can access past water level records and population distribution maps while integrating real-time weather and traffic data to quickly identify high-risk zones—providing precise guidance for evacuations and resource allocation.
On the other hand, it establishes an "interactive decision-making" model that turns agents into on-demand experts. When users need specific data or analysis reports, the system generates dynamic query commands via large models in real time—processing information, performing correlation analysis, and even producing research results with a single click, without waiting for manual development. More importantly, it continuously improves through feedback: if a decision proves effective, the underlying logic is incorporated into model iterations, making the system smarter over time.
From automated data cleaning and repository creation to intelligent Q&A, statistical analysis, emergency decision-making, and planning support, this agent delivers an end-to-end intelligent toolchain that elevates archive management from "data accumulation" to "intelligent decision-making."
Value: Empower social progress with archival intelligence
The value of this agent extends far beyond records management, now driving impact across multiple domains.
In public safety, it enhances emergency response efficiency. By integrating historical disaster records with real-time data, it rapidly predicts risk levels and precisely identifies areas and populations requiring evacuation, establishing an "intelligent defense line" for life and property security. In enterprise management, it improves intelligence analysis accuracy by automatically capturing industry trends and internal archival data to generate personalized reports, helping businesses seize market opportunities. In social governance, it provides a scientific basis for policy-making; by combining demographic, industrial, and geographic data, it delivers valuable analytical insights for urban planning and economic development.
As Dr. Huang stated, "Integrating historical archive data with real-time information not only saves significant manpower but also shifts decision-making from 'experience-driven' to 'data-driven,' delivering true 'archival intelligence' to fuel socioeconomic development."
The Future Is Here: Illuminating the Value of Archives with Computing Power Networks
As intelligent computing networks mature, archives are entering a new era of digital intelligence. When every record can be efficiently accessed by AI agents and every decision is supported by both data and knowledge, archives transform from "records of the past" into "guides for the future."
This AI-powered revolution in archives is redefining their value — transforming them from mere witnesses of history into active participants today and shapers of the future. Let's look forward to a new era where, driven by intelligent computing networks and empowered by companies like Chuling Shares, archives will inject smart capabilities into more sectors, paving the way for a more efficient, secure, and vibrant future.
