在线演示
Ultra RAG
读得懂你的文档、并会标注出处的检索引擎。
检索增强搭配知识图谱，按主题精调：法律、企业文档、时间线。每个答案都能追溯到原始段落。
在线试用受监管的语料，不能当作普通知识库来处理。
流程文件、方案、技术档案与质量文档：可查询、有版本、附来源，运行在您自己掌控的基础设施上。可追溯性不是事后附加的选项，而是起点上的约束。
- 主权化部署
- 版本与生效日期
- 全程可追溯
The constraints that rule out most solutions
On a regulated corpus, security and traceability questions come before performance questions.
01
The data cannot leave
A solution that assumes sending documents to an external service is ruled out immediately, whatever its performance. Sovereign deployment is not a sales argument, it is a prerequisite.
02
The version governs
Answering from an expired procedure is not an imprecision, it is a deviation. The system must know which version applies and since when, or it must not answer.
03
Everything must be justifiable
An answer without a source is not usable in an environment where every decision must be reconstructible during an audit.
What we put in place
The same components as on an ordinary corpus, with stricter deployment and traceability constraints.
Sovereign deployment
On your infrastructure or private cloud, including fully offline, with self-hosted models where required.
Version management
Every document carries its version and effective date. The system knows what applies today and what applied at a past date.
Sourced answers
Document, version, page and paragraph cited systematically, so the answer can be reconstructed in an audit.
Complete audit log
Who asked what, on which sources, with what result — readable by a non-technical person.
Access isolation
Rights by department, site and role, inherited from your directory rather than managed separately.
Explicit refusal
The cases where the system must say “I don't know” are defined with you. On a regulated corpus, that is the most important rule.
Three environments
01 · 背景
Quality documentation runs to thousands of versioned procedures. Finding the version applicable at a given date requires a manual search.
02 · 我们实施的内容
Document layer deployed internally, strict version and effective-date handling, sourced answers and a full audit log.
03 · 结果
“Which procedure applied on 12 March” is answered with the document and its version, in seconds.
01 · 背景
Internal protocols are scattered across several departments. Teams sometimes apply a version that is no longer current.
02 · 我们实施的内容
Internal knowledge base isolated by department, with the version in force surfaced and obsolete documents flagged.
03 · 结果
Teams reach the applicable version, and version gaps become visible instead of propagating.
01 · 背景
Technical files and regulatory documentation have accumulated across several product generations.
02 · 我们实施的内容
Document layer with a graph linking products, versions and regulatory requirements, plus structured extraction for dossiers.
03 · 结果
Assembling a dossier draws on a queryable estate instead of a file-by-file search.
What the deployment includes
- A document layer deployed on your infrastructure, with no external transit
- Version and effective-date management for every document
- Answers citing document, version, page and paragraph
- An audit log readable by a non-technical person
- Access isolation by department, site and role
- Technical documentation of the system and its known limits
- The processing register and retention periods
现在就能看到运行的产品
这些产品已经构建完成。部分可在线访问，其余可按需演示。
在线演示
智能体平台
不写一行代码，构建属于你自己的 AI 智能体。
工具、长期记忆、连接器、安全护栏与监督能力集中在一个界面里。你的团队上午设计一个智能体，下午就能基于自有数据推上生产。
在线试用常见问题
Yes, if you want it to: deployment on your infrastructure or private cloud, including fully offline, with self-hosted models. That is the standard case on these corpora.
Version and effective date are captured at ingestion and become a search constraint. The system answers on the applicable version, and flags when a document is obsolete.
No. We provide the technical components, the traceability and the documentation. Validation within your quality framework is yours and your auditors'.
No. We stay on documentation, procedures, technical files and internal processes.
It says so. Refusal cases are defined with you, and on a regulated corpus that is the most important part of the configuration.
Yes. The log records who asked what, on which sources, with what result, in a form readable by a non-technical person.
本方案不做什么
We provide technical components and documentation, not a regulatory qualification. Validating our systems within your quality framework is yours and your auditors' responsibility, and we work with them rather than in their place. We do not work on uses touching diagnosis or clinical decision-making: it is not our domain, and it is not ground to improvise on.
Can your corpus leave your premises?
If the answer is no, that is exactly where the conversation starts. Sovereign deployment is our standard case on these corpora.