Liberation Daily | Let AI Participate in Business Decision-Making

This report comes from (Reporter Shu Shu)

Yesterday, the ecological enterprise Tezign Technology officially released the enterprise-level intelligent agent system GEA (Generative Enterprise Agent), which has been deployed in over 180 enterprises worldwide, including more than 60 Fortune 500 companies.The released enterprise-level intelligent agent system GEA differs from traditional generative AI that relies on model prompts to drive task execution. Instead, it uses the "context" generated during the enterprise's operational process as the basis for reasoning, allowing AI to understand brand standards, historical decision logic, user data, and business processes, thus participating in cross-departmental and cross-scenario business processes.Tezign founder and CEO Fan Ling stated that the focus of enterprise-level AI development is not on what to generate or what to answer, but on whether it can truly understand the unique business context of the enterprise, enter complex business processes, and make judgments under constrained conditions. "As enterprise software transitions from process orchestration systems to reasoning systems, the competitive focus of AI is shifting from the ability to construct models to the ability to understand context within models."On a technical level, GEA's technical foundation comes from Tezign's self-developed four-layer enterprise-level intelligent agent architecture, including the "Intention Layer," "Orchestration Layer," "Agent Skill Layer," and "Context Layer." The "Intention Layer" is responsible for converting the enterprise's business objectives into structured task paths. The "Orchestration Layer," driven by Tezign's self-developed divergent reasoning model, undertakes task decomposition, multi-path reasoning, and model scheduling functions, dynamically selecting the optimal execution path among over 30 basic models. The "Agent Skill Layer" provides over 400 callable skill modules, capable of transforming real enterprise workflows into reusable execution capabilities.The personalized intelligent agent "GEA Claw" released by Tezign can call upon the enterprise's contextual system, user research assets, and skill modules, continuously advancing strategy generation, content production, and decision optimization within the enterprise's real business processes, enabling the enterprise to have an intelligent agent execution network that operates 24/7.Based on the GEA architecture, Tezign has also formed a product system of four types of enterprise-level intelligent agents, covering key business processes of enterprises, including Insight Research Agents, Content Growth Agents, Design Creation Agents, and Product Innovation Agents, upgrading intelligent agents from a single tool to a cross-departmental collaborative system, ultimately moving towards the development vision of enterprise-level intelligent agents—becoming a new generation of AI infrastructure that connects organizational knowledge, business processes, and execution capabilities.

This article was published on March 28, 2026, in Liberation Daily, page 02 news

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