Your company has thousands of documents, but only one version of the truth. NOAN turns the facts your business has approved such as pricing, positioning, policies, products, customers, and more into a verified, versioned source of truth available through API and MCP. Connect any model, agent, or app and give them all the same company facts, instead of letting each AI interpret your documents differently.
痛点：企业内部AI agent各自解读文档，缺乏唯一、可版本化、经审核的"事实源"，导致不同模型/agent给出不一致的公司信息（定价、政策、产品等）。
目标用户：拥有大量文档、正在部署多个AI agent的中大型企业；AI平台/应用开发团队。
证据：Your company has thousands of documents, but only one version of the truth. ... give them all the same company facts, instead of letting each AI interpret your documents differently.
变现：按用量/座席订阅的B2B SaaS，API与MCP调用计费，企业版加审计与权限。
MVP：2周做一个MCP+API服务：导入少量经人工审核的"事实"条目，做版本管理与变更diff，通过MCP暴露给Claude/Cursor等客户端，先服务单一团队验证。
竞品：Glean、Contextual AI、Pinecone/向量库方案、知识图谱类RAG产品
摘要：NOAN在Product Hunt发布，定位为AI agent的"事实层"，把企业已审核的定价、政策、产品等信息做成可版本化、经API和MCP调用的可信事实源，解决多agent解读不一致的问题。帖子为产品发布，热度为0票，无付费意愿或收入数据佐证，但MCP方向较新，属真实B2B需求场景。