Recently, the official website of "Economy" magazine, managed and published by the Economic Daily, featured a special report on Luculent Smart's full-stack AI strategy. The following is part of the text of the report.

As industrial digital transformation enters the deep-water zone, innovation has become the core engine driving industrial leapfrog development. As an innovation benchmark in the field of industrial digitalization and intelligence, Luculent Smart Technology Co., Ltd. (hereinafter referred to as "Luculent Smart") has completed its iterative upgrade from a pioneer in industrial software to a leader in industrial internet, and then to a frontrunner in industrial AI, through continuous technological breakthroughs and model innovation. With the steadfast practice of "AI All-In," it deeply cultivates process industrial scenarios, jointly builds an open industrial ecosystem, and injects powerful digital-intelligent momentum into accelerating the formation of new industrialization construction that "one industry drives a hundred industries."

Full-Stack Product Matrix: Building the "Hardcore Foundation" for Industrial Digital Intelligence

"Lang, meaning bright and clear, symbolizes using technology to penetrate the fog of industry; Kun, meaning bearing all things, signifies empowering the industrial ecosystem with products. Sushine , derived from 'originating in Jiangsu, flowing freely to the world,' embodies our original aspiration to radiate technological innovation globally and serve industries." The profound interpretation by Wu Aibin, Chairman of Luculent Smart, highlights the company's consistent adherence to the "industrial gene + innovative spirit," actively promoting breakthroughs in digital-intelligent technological innovation and fostering the deep transformation and upgrading of industries.

Today, this innovative original intention has grown into a full-stack product matrix covering three major fields: industrial software, industrial internet platforms, and industrial AI. It has built a trustworthy innovation and creation system, forming a diversified and synergistic ecosystem of 'platform + large model + applications,' laying a solid foundation for industrial digital-intelligent transformation.

Luculent's Intelligent Power Generation Industrial Software System, akin to the "nerve center" of industrial systems, broke foreign technological monopolies over two decades ago. Today, it deeply covers central state-owned power generation groups of the "Big Five and Small Six" and thousands of local energy enterprises. Honored as a national-level manufacturing "Single Champion" product, it safeguards industrial security with independent innovation and robust capabilities. As a national-level "Dual-Cross" platform, the Sushine Industrial Internet Platform acts like a "super hub" for industrial data, supporting the vigorous development of new formats such as "smart factories" and "unmanned mines," becoming a core engine for promoting the deep integration of the digital economy and the real economy. The Sushine Yaoguang Industrial Large Model is the "intelligent brain" empowering decision-making. With characteristics like "rich knowledge," "vast data," and "speaking the industry's language," it has become a veritable industrial "living dictionary," effectively avoiding the "hallucination" problems of general large models and ensuring every decision is based on reason and traceability.

"Luculent's products have always revolved around being 'practical, effective, and user-friendly.' From industrial software to the industrial internet platform, and then to the industrial large model, each product is rooted in industrial scenarios, aiming to truly let technology penetrate the industrial fog and solve actual pain points for enterprises," said Wei Xiaoqing, General Manager of Luculent Smart. Based on 27 years of industrial knowledge precipitation and technological accumulation, Luculent Smart has built an AI+ equipment manufacturing solution centered on "data integration, AI empowerment, and platform support," forming an intelligent support system covering the entire chain from R&D design, production manufacturing to operation and maintenance services.

The "Ksb Pump Intelligent Cloud Platform" jointly created by Luculent Smart and Shanghai KSB completely broke the dilemma of traditional equipment manufacturers' "one-off transactions." Each water pump is equipped with a "smart probe" (KSB Guard CN), which collects equipment operation data 24/7 and transmits it in real-time to the cloud platform's "central brain." Through AI algorithms, it achieves early fault warnings, remote expert diagnostics, proactive maintenance reminders, and precise business opportunity mining, promoting KSB's transformation from a pure "equipment trader" to an "equipment trader + platform operation service provider." It can not only "see" the equipment's operating status but also proactively "manage" the entire equipment operation and maintenance process. Simultaneously, it integrates third-party operation and maintenance service providers, continuously meeting customer service needs, increasing customer stickiness, boosting secondary order volumes by 20%, and achieving a win-win situation for both supply and demand sides.

Diversified Business System: Bridging the "Last Mile" of AI Implementation

Recently, favorable policies in the industrial internet sector have been intensively implemented and consistently reinforced. Building a deeply integrated "Industrial Internet + AI" ecosystem has become a key policy direction for the nation to drive the digital and intelligent transformation of manufacturing and cultivate new quality productive forces. Luculent Smart has seized the opportunity and taken precise action, establishing a full-stack AI business system encompassing "platform + large model + intelligent agents + industrial APPs." This system develops specialized, sophisticated, distinctive, and innovative industrial vertical large models tailored to industry needs and packages AI capabilities into "out-of-the-box" industrial APPs. This approach not only fulfills the policy requirement of "lowering the barrier to AI application" but also provides "tailor-made" precise solutions for enterprises of different scales and across various industries, effectively fulfilling the core mission of an A-grade "Dual-Cross" platform: "cross-industry and cross-domain empowerment."

The "large model + small models" combination is the golden formula for AI empowering industry. Here, large models act as the "intelligent triage desk," providing foundational intelligent support, efficiently processing massive industrial data, and uncovering complex production patterns. Small models, on the other hand, function like "specialist doctors," accurately "diagnosing" specific issues in vertical scenarios such as equipment failures and energy consumption, performing millisecond-level data analysis and logical operations. The two work in synergy, propelling industrial AI from "point-based intelligence" towards "holistic intelligence."

Cloud-edge-device collaboration represents the optimal technological path for centralized management and control, and is the core battleground for AI empowering industry. The "cloud" serves as the group-level brain center, aggregating years of expert experience to form knowledge bases, case libraries, and model libraries, continuously distributing digital-intelligent "energy" to various factories. The "edge," acting as the factory-side operational unit, feeds back battle-tested, high-quality models from the frontline to the cloud, supplying the brain with fresh "nutrients." This establishes a highly efficient, continuously self-learning and self-optimizing closed loop. The AI-powered intelligent early-warning platform built on this foundation enables end-to-end, full-process, and all-level "penetrative" management and control. It functions like a "missile defense system" fortifying factory safety in production, safeguarding the stable operation of enterprises.

The implementation in the CHN Energy Power project stands as a model example of this business model in practice. Leveraging the Luculent Sunchang Industrial Internet Platform, CHN Energy Power deeply integrated the world's first trillion-parameter-level power generation industry large model, "Qingyuan," with tens of thousands of equipment-level small models. This weaves a three-dimensional "protective net" for safety production: the large model coordinates overall strategy and provides decision support, small models precisely identify equipment potential hazards, and cloud-edge-device collaboration enables "cloud-based decision-making, edge execution." "In the past, we only repaired equipment after it broke. Now the platform gives us a heads-up in advance," remarked a power plant equipment specialist, capturing the core value of AI empowering industry.

"We deeply integrate artificial intelligence technology into high-value business scenarios within industrial production, such as production operations, equipment maintenance, safety production, energy consumption optimization, and operational management. This ensures Luculent's AI solutions can take root and deliver value in both large energy groups and small-to-medium manufacturing enterprises," explained Chen Song, Deputy General Manager of Luculent Smart. For large enterprises, Luculent provides customized industrial software and multimodal large models to meet the needs for scaled and refined management and control. For small and medium-sized enterprises (SMEs), it offers "small, fast, lightweight, and precise" SaaS-based AI applications and lightweight services. This significantly lowers the technical and financial barriers to AI adoption, truly bridging the "last mile" of AI implementation in industry and allowing SMEs to share in the dividends of digital-intelligent transformation.

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