shxunyu.com

What It Is

循禹科技 is positioned as a full-process AI platform built specifically for medical device testing and inspection institutions. Its goal is to connect workflows such as contracts, quotations, task scheduling, resource allocation, record forms, report generation, and report review, reducing the time inspectors spend on documents and repetitive work. The page claims it can deliver a 30%+ improvement in overall business efficiency, a 50%+ reduction in document workload, and a report risk identification accuracy rate of ≥93%, though it does not disclose the evaluation methodology.

Core Capabilities

The platform offers eight major modules: report review, intelligent Q&A assistant, contract quotation, resource scheduling, task planning, record form generation, report generation, and standards interpretation. Its technical architecture is divided into a computing power foundation, vertical-domain small models, professional agents, and a scenario application layer. The model layer mentions fine-tuning domestic large language models for the medical device testing and inspection field, including DeepSeek, Qwen, domain distillation training, standards and regulations knowledge bases, and RAG-enhanced retrieval. The agent layer supports multi-step reasoning, tool calling, LangChain orchestration, and observable execution logs.

Pricing and Delivery

The page does not publish standard subscription pricing or per-user fees, and primarily acquires leads through “book a demo.” For computing hardware, it shows customized compute servers and GPU clusters for localized private deployment, with configurations based on institution size and business volume. As such, it is closer to a project-based/private deployment delivery model.

Pros and Cons

Its strengths lie in its strong vertical-industry focus and coverage of the full workflow for testing institutions, from management to directors and engineers. It also emphasizes keeping data within the organization’s domain, Huawei Ascend computing power, and compatibility with China’s information-technology application innovation ecosystem, making it suitable for scenarios involving sensitive data and strict regulatory requirements. Its limitations include a lack of customer case studies, third-party validation, API documentation, system integration details, and clear pricing. The claimed accuracy and efficiency improvements need to be verified against real business samples.

Who It’s For

Suitable for medical device testing and inspection institutions, laboratories, and testing business departments seeking intelligent upgrades, especially organizations facing heavy report review workloads, frequent updates to standards and regulations, complex personnel and equipment scheduling, and requirements for private deployment.

Access in China

This is a Chinese official website aimed at domestic institutions. Based on the available information, it should be directly accessible from mainland China.