LanZhou Technology has unveiled its full-stack trusted AI technology system and its self-developed Enterprise Agent OS, LangClaw, while also announcing an upgrade to its "Three Intelligences" product matrix. During a communication session, the company's founder, Zhou Ming, stated that while the industry focused on competing over large model parameters and general capabilities during 2024-2025, starting in 2026, the ability to implement these models effectively will become the decisive factor for success.
According to LanZhou Technology, traditional "AI+" approaches merely add capabilities as software layers, resulting in a superficial integration with business processes that prevents deep synergy. In contrast, AI-native systems, built on a foundation of Large Language Models (LLMs) and intelligent agents, are entirely reconfigured around AI from design and development to operations. This makes AI the core driver of the system, enabling truly autonomous decision-making, process automation, and deep business collaboration.
The company's approach is built on three pillars: prompt engineering, context engineering, and orchestration engineering. These address core challenges such as agent intent understanding, information supplementation, behavior control, long-term task management, and multi-agent collaboration, thereby achieving controllable, trustworthy, and reliable enterprise-level implementation. Leveraging AI-native and agent engineering principles, LanZhou Technology has constructed a full-stack trusted AI technology system encompassing four core capabilities:
First, the Enterprise Agent OS (LangClaw) serves as a unified operational base for digital employees. It supports key functions like converting natural language into tasks, cross-system operations, collaboration between multiple digital employees, secure sandbox execution, and full-process auditing, leading to a transformation in efficiency, cost, organizational structure, and system value.
Second, Enterprise Digital Employees can autonomously perform business duties 24/7, creating a new collaborative model of "human + digital employee."
Third, the Enterprise Brain, centered on knowledge management, task orchestration, memory evolution, and security control, supports intelligent decision-making within enterprises.
Fourth, foundational trustworthiness is achieved through breakthroughs in four areas: full lifecycle data governance, low-hallucination generation, a four-level quantitative evaluation system, and a full-chain security architecture. This meets the high compliance requirements of sectors such as finance and state-owned enterprises.
Based on this trusted AI technology, LanZhou Technology has also developed its scenario-based "Three Intelligences" product matrix—LanZhou Smart Meeting, LanZhou Knowledge Base, and LanZhou Smart Build. This portfolio comprehensively covers core enterprise office and business scenarios, completing a full-chain layout from technology and products to solutions and commercial closure.
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