At the 2026 Lean Digital Innovation Conference held on September 7 at the National Exhibition and Convention Center in Tianjin, Silver Core Intelligence, an industrial AI scaling service provider under Aiborui, officially launched its proprietary full-stack industrial AI solution. This systematic deployment framework directly tackles the persistent industry challenges of difficult implementation, superficial adoption, limited scalability, and unsustainable value creation in industrial AI. By offering a standardized, end-to-end, and actionable pathway, the solution drives industrial AI from "surface-level enhancement" to "deep-native evolution," positioning industrial intelligence as a new driver of productivity in the AI era for manufacturing.

Breaking the Industry Dilemma: Moving Beyond AI Formality with New Standards

While AI technology is becoming more prevalent in industrial settings, the sector faces pervasive hurdles: general-purpose AI models lack an understanding of industrial scenarios and production logic, failing to meet the real-world demands of factory operations, management, and maintenance. Many enterprises also struggle with hesitation, a lack of expertise, and ineffective utilization of AI, as computing power, models, data, and on-site applications remain disconnected. This fragmentation consigns numerous AI projects to the status of "showcase initiatives" that cannot achieve scaled deployment or sustained value generation. Leveraging 27 years of deep expertise in manufacturing lean digitalization, Aiborui, through its independent industrial AI arm Silver Core Intelligence, has refined a proprietary "One-Two-Five" deployment system tailored to industrial scenarios. This comprehensive framework, centered on "one core for empowerment, two wings for support, and five layers for integration," maps a complete pathway from technical foundations to production floors, enabling replicable, practical, and iterative industrial AI upgrades.

Decoding the "One-Two-Five" System: A Three-Dimensional Framework for Solid AI Deployment

The Core: Industrial Knowledge Engineering to Make AI Truly Understand and Serve Industry

The primary deficiency of general-purpose large models in industrial contexts lies in their lack of professional industrial cognition, including production logic, causal relationships, and corporate governance rules. To address this, Silver Core Intelligence has pioneered industrial knowledge engineering as the system's foundational core. The company systematically organizes complex industrial knowledge into five major categories: expert experience distilled from seasoned industry veterans, scenario-specific ontological semantic models, comprehensive high-quality industrial data, Aiborui's 27 years of lean full-value-chain methodology, and standardized operational procedures alongside institutional frameworks. Through a six-step closed loop of collection, structuring, semanticization, association, reasoning, and execution, fragmented industrial knowledge—spanning experience, data, and rules—is transformed into computable, inferable, reusable, and autonomously iterating industrial intelligence assets. To date, Silver Core Intelligence has established 119 standardized ontology libraries across multiple industries and management domains, significantly reducing the barriers to digital upgrade. While traditional industrial enterprises typically require 6–12 months to build proprietary private ontology libraries from scratch, the company's standardized resources compress this timeline to just a few weeks, efficiently advancing AI from "passive information recognition" to "proactive production problem-solving."

The Two Wings: Security and Talent as Dual Drivers for Confidence and Competence

Core technology deployment requires dual safeguards. Silver Core Intelligence employs security engineering and talent development as its two supporting pillars to resolve concerns about AI adoption. On the security front, the company has built a full-stack security engineering system that protects all levels—from computing power and data to scenario applications—balancing technological openness with the confidentiality of production data to ensure controlled, secure, and continuously evolving AI deployment. On the talent front, Silver Core Intelligence moves beyond conventional skills training to focus on cultivating interdisciplinary industrial AI professionals. Addressing the critical shortage of personnel who understand both business, AI, and value creation, the company has developed an organization-wide talent cultivation system. This spans AI literacy enhancement for management to hands-on operational training for frontline employees, establishing a complete AI talent pipeline that drives native organizational evolution and enables enterprises to effectively adopt and leverage industrial AI.

The Five Layers: An L1-L5 Full-Stack Architecture for Ecosystem-Led On-Site Excellence

Grounded in the "One Core, Two Wings" logic, Silver Core Intelligence has constructed an L1-L5 five-tier full-stack deployment architecture, delineating a clear path from AI technical foundations to production floors while clarifying enterprise positioning, focusing on core value, and mobilizing a quality ecosystem. For L1 computing infrastructure and L2 models with AI platforms, the company collaborates with top-tier ecosystem partners to integrate superior underlying technology resources, thereby avoiding redundant development and achieving efficient empowerment. It concentrates on the high-value L3-L5 segments, specializing in bridging industrial data with knowledge, orchestrating multi-agent workflows, and ensuring on-site scenario deployment with measurable value delivery. Leveraging its proprietary FDE on-site diagnostic and delivery capability, Silver Core Intelligence operates at the factory frontline, taking full accountability for deployment outcomes and industrial value. This differentiated full-stack layout—connecting ecosystems at the base, integrating knowledge at the core, and diving deep into scenarios at the top—establishes the company as a professional "general contractor" in industrial AI, providing one-stop, end-to-end, and actionable digital upgrade services.

Empowering Industrial Evolution: From AI Enhancement to Native AI DNA

Unlike industry peers that merely deliver smart tools or AI agents as superficial services, Silver Core Intelligence aims to help industrial enterprises build autonomous, continuously evolving intelligent productivity systems. The ultimate objective of scalable industrial AI deployment is not the mere accumulation of equipment, systems, or agents, but the transformation of enterprises from passive recipients of empowerment into modern intelligent manufacturing organizations with native intelligence. As a dedicated professional unit under Aiborui focused on scaling industrial AI, Silver Core Intelligence integrates its parent company's 27 years of cross-industry manufacturing service expertise with cutting-edge AI technology. It offers three core services: integrated lean-digital solutions, custom industrial AI development, and interdisciplinary talent cultivation. Simultaneously, it forges alliances with leading domestic and international AI enterprises and industry bodies to build a diversified ecosystem, continuously refining highly adaptable, deployable, and value-driven industrial AI solutions.