On June 9th, the opening forum of the Digital Cloud Native Power Conference was held. Centered on the core theme "AI for Process, From Quantitative to Qualitative Change," DC HOLDINGS (00861), leveraging over two decades of deep expertise and scenario insights in the supply chain field, directly addressed the current challenges in industry intelligent transformation. The company proposed its Supply Chain AI Control Tower solution and the "AI First FDE x Yanyun Three-Piece Suite" implementation framework. It also significantly launched the "xᴬᴵ・Supply Chain" ecosystem co-creation plan. This forms a complete chain encompassing "pain point analysis, scenario solutions, implementation support, and ecosystem closure," establishing a new paradigm for low-cost, implementable, and iterative intelligent transformation for physical supply chains.

Addressing Core Industry Challenges with an AI Control Tower to Overcome Transformation Hurdles

Currently, physical supply chains commonly face issues such as supply-demand mismatches, fragmented links, and low manual dispatch efficiency. Concurrently, the implementation of industrial AI has encountered significant obstacles: legacy enterprise systems create "data black boxes," with data scattered across multiple outdated systems, and core rules for production and approvals relying on manual experience. Many AI applications remain at the level of data visualization dashboards, becoming mere information display tools that fail to integrate with real business operations or embed into core decision-making processes, making "emphasis on display, neglect of decision-making" a common industry ailment.

To tackle these supply chain pain points, DC HOLDINGS has introduced the Supply Chain AI Control Tower solution, redefining supply chain operation and management paradigms. This solution employs a three-tier architecture to comprehensively connect the entire business chain: the bottom layer uniformly accesses data from various business systems like ERP, WMS, OMS, and TMS, completely breaking down data silos. The middle layer builds AI workstations for key roles around six core areas—demand forecasting, procurement planning, warehouse network allocation, channel replenishment, fulfillment alerts, and operational attribution—comprehensively deploying role-level intelligent decision-making capabilities. The top layer serves as a collaborative decision-making hub, enabling full-chain situational visibility, cross-link collaborative scheduling, and problem attribution feedback.

Fundamentally different from traditional data display tools, the Supply Chain AI Control Tower enables AI to truly shift from "seeing data" to "aiding decisions." Under this system, stockpiling decisions are upgraded from manual experience-based calls to "AI suggestions + human confirmation." Inventory management transitions from post-facto stocktaking to real-time risk alerts. Cross-channel coordination changes from manual interfacing to system-automated triggers. A mere 1% improvement in decision-making quality within the supply chain can create scaled benefits for enterprises. This solution thus achieves a leap from cost reduction and efficiency gains to the transformation of business models and management paradigms.

Dual-System Synergy: Establishing a Robust Implementation Foundation with AI First FDE and the Yanyun Suite

To ensure the efficient operation of the Supply Chain AI Control Tower, DC HOLDINGS pairs it with the "AI First FDE" implementation methodology and the "Yanyun Three-Piece Suite" technological foundation, forming a complete, hardware-software synergistic implementation support system.

The "Yanyun Three-Piece Suite" serves as the core technological cornerstone for industrial AI implementation. Traditional enterprise systems and data are designed around manual operations, making them difficult for AI to recognize and utilize. The "Yanyun Three-Piece Suite" completes the adaptation and transformation of data and systems, enabling efficient service of enterprise legacy resources to AI. Specifically, Yanyun DaaS facilitates multi-source heterogeneous data access, connecting various business systems to "get data out." Yanyun Infinity conducts standardized data governance and business modeling, unifying data standards and business definitions to "make data usable." Yanyun Cortex, as an AI semantic engine, performs business semantic modeling, process rule organization, and executable action encapsulation, transforming closed enterprise systems into AI-readable "white boxes" so that "AI can understand."

This entire technology suite originates from achievements related to a National Technology Invention Award (First Prize), refined over years, achieving a full-chain capability leap in data access, governance, and semantic parsing, enabling enterprise systems to be fully "AI Ready."

Regarding the implementation model, DC HOLDINGS' original "AI First FDE" methodology overturns the industry's heavy-asset approach of "building the platform first, then finding scenarios." It insists on starting from real supply chain business scenarios, using high-value decision nodes as breakthrough points. Relying on existing enterprise data and business processes, a project can complete a specialized supply chain AI diagnosis within days, deploy a minimum viable scenario based on real data within weeks to quickly validate intelligent value, and significantly reduce the trial-and-error costs of enterprise transformation. In practice across multiple brand scenarios, project teams initiated pilots with picking data, successfully identifying multiple operational issues, with the system automatically generating daily replenishment, transfer, and clearance lists. The industry experience and data assets accumulated from these projects have compressed the implementation cycle for similar scenarios from weeks to days, fully demonstrating the practicality and efficiency of this model.

Launching an Ecosystem Co-Creation Plan to Forge a Complete Implementation Loop

Building on the mature Supply Chain AI Control Tower solution, the "AI First FDE" methodology, and the technical capabilities of the "Yanyun Three-Piece Suite," DC HOLDINGS officially launched the "xᴬᴵ・Supply Chain" ecosystem co-creation plan at the conference. This aims to promote the formation of a closed implementation loop for the "AI for Process" concept within the supply chain sector, ushering in a new stage of "AI to the power of X" development.

DC HOLDINGS posits that traditional AI applications merely overlay tools onto existing processes, representing a shallow "AI+" model. In contrast, the advanced "AI to the power of X" involves shifting the driving force of processes from mere technological paradigm changes to organizational management transformation and business model disruption through deep AI integration. Simultaneously, relying on continuously implemented projects, it constantly accumulates data, scenario rules, and industry know-how, forming continuously compounding capabilities. An enterprise's data resources and business experience are irreplicable core assets in the AI era, and regular project practice will continually augment these assets.

The newly launched co-creation plan establishes a standardized cooperation pathway. The initial cooperation phase involves a 1-3 day AI diagnosis of high-value supply chain points to precisely identify optimization nodes. Subsequently, using the enterprise's real data, a scenario Minimum Viable Product (MVP) validation is completed within two weeks. Finally, the client independently decides the depth of further cooperation based on actual implementation results. During cooperation, a reusable intelligent capability system can be jointly developed by combining the enterprise's business experience with DC HOLDINGS' core data intelligence technology. The more client projects, the richer the data semantic assets; the richer the assets, the stronger the capabilities; the stronger the capabilities, the faster the flywheel spins.

From accurately analyzing supply chain scenario pain points and proposing a targeted AI Control Tower solution, to solidifying implementation support with "AI First FDE + Yanyun Three-Piece Suite," and finally achieving a full-process closed loop through the ecosystem co-creation plan, DC HOLDINGS has constructed a logically complete, pragmatic, and feasible evolutionary path for supply chain AI. The core logic of this path is clear and firm: to truly bring AI into the enterprise field, moving from "seeing" to "deciding," and from single-point breakthroughs to continuous iterative optimization. This entire system promotes the deep integration of AI into business processes, assisting the supply chain industry in completing a comprehensive upgrade from digital quantitative change to intelligent qualitative transformation.