May 15 – The 2026 Kuailu AI New Product Launch was successfully held at Shenzhen Futian Convention & Exhibition Center. Two AI-native products – Kuailu Claw and AI Domain Expert – were officially unveiled. At the event, Luo Weiwei, CEO of Kuailu Technology, presented a panoramic vision of the future smart office and the benchmark for enterprise AI applications. From industry future leadership, benchmark definition, quality product delivery, to case studies, Kuailu provided a clear roadmap for enterprise AI deployment.
【2026 Kuailu AI New Product Launch】
This launch was deeply integrated with the World AI Device Expo 2026 (GAIE 2026). CEO Luo Weiwei attended the concurrent forum – the Agent Industry Ecosystem Conference – alongside representatives from Alibaba Cloud, Volcano Engine, ModelBest, Shenzhen Water Group, and other leading LLM, software, and hardware ecosystem players. Together, they addressed the era-defining question: “How can intelligent productivity be practically deployed?” from the perspective of AI infrastructure builders.
The Benchmark for AI Applications: Secure, Controllable, and Visible Benefits
While AI technology is exploding, enterprise AI deployment faces a reality of “high adoption, low output.” Stanford data shows that 88% of enterprises have deployed AI, but only 6% have truly reaped its benefits. Enterprises face two major obstacles: “afraid to use” and “unable to use effectively.”
【Luo Weiwei, CEO of Kuailu Technology】
In response, CEO Luo Weiwei stated at the launch: Enterprise services compete on industry depth and customer trust. As AI technology iterates upward, enterprise services must continuously solidify the two foundations – secure and controllable, and visible benefits.
Current enterprise AI adoption follows two main models: “adding AI plugins on top of legacy systems” and “directly introducing general-purpose Agents.” Neither truly starts from the enterprise’s business needs, leading to issues such as isolated AI capabilities, business mismatch, uncertain outcomes, and widespread security concerns.
AI-native is the evolutionary direction for next-gen smart office. Kuailu Smart Office believes the future smart office will feature more convenient interaction, greater automation, and seamless collaboration, built on three layers:
【Architecture Diagram】
Looking ahead to the collaboration model between humans and AI in the next-gen smart office, CEO Luo Weiwei said: The future of work will see human employees collaborating with digital employees. The relationship will evolve from “AI as a tool” to “AI as an assistant” and eventually “AI as an employee.” Every enterprise will have thousands of digital employees – silicon-based and carbon-based working side by side – completing tasks that previously required hundreds of people. The “silicon-carbon ratio” will become a key metric of organizational nativeness.
Two Major Products Officially Launched: AI Domain Expert × Kuailu Claw
Since 2022, Kuailu Smart Office has been driven by AI capabilities, offering an all-in-one office system product model. With its connected data foundation, it has solved problems like data silos and high costs. It has partnered with nearly 1,000 customers in manufacturing, trade, and education, successfully deploying 200+ agent projects.
Kuailu AI is the fusion of Kuailu Smart Office’s connected data advantages, industry scenario insights, and advanced AI technologies. Unlike “plugin-based AI” or “general-purpose AI” – which lack business understanding and raise security concerns – Kuailu AI leverages enterprise data connectivity, enterprise-grade security, domain knowledge structuring, and pre-built skills. It aligns with two major business scenarios – standard operations and creative exploration – unlocking enterprise intelligent productivity through data.
【Overall Product System】
AI Domain Expert: The “Authoritative Answer Book” for Deterministic Tasks
General-purpose LLMs suffer from hallucinations, black-box reasoning, and inability to access enterprise systems or understand domain knowledge. In high-certainty, low-error-tolerance scenarios such as contract review or manufacturing, they often fail to provide accurate and reliable answers.
Certainty equals professionalism. The AI Domain Expert is built for deterministic, low-error-tolerance enterprise tasks. It captures the tacit knowledge of senior experts within the enterprise, digests internal system data, policies, documents, and other unstructured data – truly understanding your business. Through predefined workflows and specialized Skills, it makes AI act according to your business logic and deliver deterministic results.
【Kuailu’s 4 Capabilities for Maintaining Deterministic AI】
At the launch, CEO Luo Weiwei demonstrated with examples of the Compliance Review Expert, Deep Analysis Expert, and Financial Management Expert – showing the complete path from IM-based natural language @expert → AI automatically executes across systems → calls tools/databases via fixed workflows → quickly generates accurate answers.
Currently, the AI Domain Expert has delivered six off-the-shelf function products: Smart Customer Service Expert, Compliance Review Expert, Financial Management Expert, Document Generation Expert, HR Expert, and Deep Analysis Expert – ready for enterprise use out of the box. For industry-specific scenarios like procurement, sales, and quality, Kuailu provides comprehensive customization services to fully adapt AI to your specific roles.
Kuailu Claw: The Secure, Controllable “Full-Blooded Lobster”
Kuailu Claw builds on the general-purpose Claw’s capabilities in autonomous closed-loop execution, scalable skills, multi-channel intelligent access, and lightweight context management. More importantly, it solves security and operational issues through skill compliance management, permission control, behavioral audit logs, and emergency response mechanisms – keeping AI capabilities within a “safety cage” while maximizing intelligence under control.
【Kuailu Claw’s 4 Security Guarantees】
As an enterprise-grade AI-native office platform, Kuailu Claw comes with a pre-built Skill library covering high-frequency enterprise scenarios such as finance, HR, and compliance – install and use immediately. Get things done simply by chatting within the IM system, streamlining tedious processes. Kuailu Claw becomes your 24/7 digital avatar, freeing humans to focus on creation and exploration.
At the same time, it supports custom internal Skills and publishing, allowing enterprises to turn internal native Skills into corporate assets!
CEO Luo cited a customer case: In a traditional bidding scenario, a task that previously required 17 people is now done with Kuailu Claw:
From “people searching for leads” to “leads finding people” – a 17-person job is now completed by AI in just over ten minutes, with only 2–3 people needed for key step reviews. Moreover, Claw is not just trainable – it grows smarter with use. Every time you manually correct its output, it learns and optimizes its future execution path.
Kuailu AI: Deterministic Execution × Open Exploration × Continuous Evolution
The launch of Kuailu Claw and AI Domain Expert marks the establishment of a mature system for enterprise service deployment by Kuailu AI. Built on a foundation of security, it provides corresponding product carriers for both deterministic tasks and innovative exploration – allowing AI-native to emerge from within business operations and truly deliver intelligent value for enterprises.
In the future, Kuailu AI will continue to keep pace with advancements in AI self-evolution, contextual memory, swarm collaboration, and other directions – making enterprise office work smarter and more efficient!