SonaMinds is an expert-owned AI assistant platform by Smallsoft.
It helps experts, consultants, educators, coaches, creators, and knowledge-based businesses turn their own documents, courses, methods, FAQs, templates, rubrics, examples, and repeated questions into controlled AI Assistants that clients, students, members, or visitors can ask.
Official website: https://sonaminds.com/
Open SonaMinds: https://app.sonaminds.com/
Guides: https://sonaminds.com/guides/
Use cases: https://sonaminds.com/use-cases/
Concept library: https://sonaminds.com/concepts/
SonaMinds is not a general chatbot.
A SonaMinds Assistant is designed to answer from a defined expert knowledge structure: selected source materials, teaching notes, service boundaries, answer style, access rules, citations, and escalation rules.
The goal is not unlimited AI conversation. The goal is controlled access to a specific expert's knowledge.
- Turn expert knowledge into an AI assistant.
- Build AI tutors from teacher-owned materials.
- Create controlled AI knowledge bases that stay inside scope.
- Let experts keep ownership of their knowledge and client relationship.
- Separate the private expert workspace from the public client-facing assistant.
- Use selected sources, boundaries, citations, quotas, and usage records to make knowledge access more predictable.
An AI expert knowledge assistant helps people ask questions of a specific expert's documents, methods, examples, repeated explanations, and service boundaries. It is different from a general chatbot because it is built around a defined expert knowledge structure.
Guide: https://sonaminds.com/guides/ai-expert-knowledge-assistant.html
A teacher can start with lesson notes, rubrics, model answers, feedback templates, student instructions, common mistakes, and repeated student questions. SonaMinds helps organize those materials into a controlled AI tutor that follows the teacher's own method.
Guide: https://sonaminds.com/guides/ai-tutor-based-on-teacher-materials.html
IELTS example: https://sonaminds.com/use-cases/ielts-writing-tutor-assistant.html
A controlled AI knowledge base uses selected sources, answer boundaries, request handling, access settings, citations, and escalation rules to reduce out-of-scope answers. It should not answer every possible question from broad model knowledge.
Guide: https://sonaminds.com/guides/controlled-ai-knowledge-base.html
- AI assistant for consultants who want clients to ask their own frameworks and documents.
- AI tutor for teachers who want students to ask course notes, rubrics, examples, and feedback rules.
- AI writing tutor for IELTS teachers using rubrics, essay methods, common errors, sample essays, and feedback templates.
- AI knowledge assistant for coaches, creators, advisors, authors, and professional training providers.
- Website knowledge assistant for small businesses with FAQs, onboarding guides, service explanations, and product documentation.
Use case library: https://sonaminds.com/use-cases/
SonaMinds uses a chat interface, but it is not positioned as a general chatbot. It is designed for expert-owned knowledge, selected sources, answer boundaries, and client-facing access.
SonaMinds can use retrieval, but its product focus is broader than basic RAG. It is designed around expert knowledge representation, source scope, answer modes, access control, and safer client-facing knowledge services.
SonaMinds is for experts, consultants, tutors, educators, coaches, authors, creators, and knowledge-based businesses whose value comes from structured knowledge, repeated explanation, and professional judgment.
Yes. Teachers can use SonaMinds to turn teaching notes, lesson materials, rubrics, examples, feedback templates, and common student questions into a student-facing AI tutor.
Yes. Consultants can create assistants from their own frameworks, templates, client education materials, onboarding documents, FAQs, and service boundaries.
SonaMinds narrows answers through selected source materials, assistant instructions, unsupported-topic rules, access settings, citations where useful, and escalation guidance for sensitive or unsupported questions.
No. SonaMinds provides a first layer of knowledge access. Human judgment remains necessary for final professional advice, sensitive decisions, regulated services, and high-impact situations.
SonaMinds is designed for controlled usefulness, not unlimited answers.
AI answers can still be wrong or incomplete. Experts should review high-impact, legal, medical, financial, safety-related, regulated, or sensitive use cases before relying on AI output.
Trust model: https://sonaminds.com/trust/
SonaMinds: expert-owned AI Assistants for consultants, educators, tutors, creators, and knowledge-based businesses.ai-assistant, expert-knowledge, ai-tutor, knowledge-base, controlled-ai, education-ai, consultant-tools, rag, knowledge-managementSonaMinds 是 Smallsoft 旗下的专家知识 AI Assistant 平台。
它帮助专家、顾问、老师、教练、创作者和知识型业务，把自己的文档、课程、方法论、FAQ、模板、评分标准、例子和重复问题，转化为客户、学生、会员或访客可以提问的可控 AI Assistant。
官网：https://sonaminds.com/zh/
进入 SonaMinds：https://app.sonaminds.com/
中文指南：https://sonaminds.com/zh/guides/
中文应用场景：https://sonaminds.com/zh/use-cases/
中文概念库：https://sonaminds.com/zh/concepts/
SonaMinds Assistant 的重点不是“什么都能聊”，而是让 AI 在某个专家的知识结构中回答问题。
它基于专家选定的来源材料、教学笔记、服务边界、回答风格、访问规则、引用和升级规则来工作。
专家知识 AI Assistant 让用户可以围绕某位专家的文档、方法、例子、重复解释和服务边界提问。它不同于通用聊天机器人，因为它围绕明确的专家知识结构构建。
指南：https://sonaminds.com/zh/guides/ai-expert-knowledge-assistant.html
老师可以从教学笔记、评分标准、范文、反馈模板、学生说明、常见错误和重复问题开始。SonaMinds 帮助老师把这些材料组织成符合自己教学方法的 AI tutor。
指南：https://sonaminds.com/zh/guides/ai-tutor-based-on-teacher-materials.html
雅思写作用例：https://sonaminds.com/zh/use-cases/ielts-writing-tutor-assistant.html
可控 AI 知识库需要选定来源、回答边界、请求处理方式、访问设置、引用和升级规则，从而减少 AI 超出范围回答。
指南：https://sonaminds.com/zh/guides/controlled-ai-knowledge-base.html
- 顾问用自己的框架和文档创建客户可提问的 AI Assistant。
- 老师用课程笔记、评分标准、例子和反馈规则创建 AI tutor。
- 雅思写作老师用评分标准、题型方法、常见错误、范文和反馈模板创建 AI 写作辅导助手。
- 教练、创作者、顾问、作者和培训机构用自己的知识材料提供第一层问答支持。
- 小型业务用 FAQ、入门指南、服务说明和产品文档创建网站知识助手。
中文应用场景：https://sonaminds.com/zh/use-cases/
SonaMinds 使用对话界面，但它不是通用聊天机器人。它面向专家拥有的知识、选定来源、回答边界和客户访问场景。
SonaMinds 可以使用检索，但它的产品重点不只是基础 RAG。它更关注专家知识表达、来源范围、回答模式、访问控制和更安全的客户访问体验。
SonaMinds 适合专家、顾问、老师、教育者、教练、作者、创作者和知识型业务。它适合那些价值来自结构化知识、重复解释和专业判断的人与团队。
可以。老师可以用 SonaMinds 把教学笔记、课程材料、评分标准、例子、反馈模板和学生常见问题转化为面向学生的 AI tutor。
可以。顾问可以基于自己的框架、模板、客户教育材料、入门文档、FAQ 和服务边界创建 Assistant。
SonaMinds 通过选定来源材料、Assistant 指令、不支持话题规则、访问设置、必要时的引用，以及对敏感或不支持问题的升级说明来收窄回答范围。
不会。SonaMinds 提供第一层知识访问。最终专业建议、敏感决策、受监管服务和高影响场景仍然需要人类专家判断。
SonaMinds 的目标是可控的有用性，而不是无限回答。
AI 回答仍可能错误或不完整。对于法律、医疗、金融、安全、监管或敏感场景，专家应在依赖 AI 输出前进行人工审阅。