Needle is a __knowledge threading__ platform that connects your fragmented data (Google Drive, Notion, Slack, Confluence…) into a unified network queryable by AI. Thanks to its __semantic RAG pipeline__, it provides precise and verifiable answers based on your actual sources. Compatible with __more than 20 integrations__, it targets teams wishing to centralize their enterprise knowledge base.
What is Needle?
Needle is an AI knowledge management platform that connects your fragmented data sources into a unified knowledge network. Its Knowledge Threading™ technology links information together across your different tools, creating a coherent and queryable enterprise memory. The semantic RAG pipeline ensures that every answer is anchored in your actual documents, with precise citations to verify sources.
Key Features
Needle offers several key features. Collections allow you to create thematic knowledge bases from your connected sources. Semantic and structured search provides a dual approach to find exactly the information you’re looking for. The RAG pipeline provides contextual answers with verifiable citations. More than 20 native integrations cover the most used enterprise tools: Google Workspace, Microsoft 365, Notion, Jira, Slack, Salesforce and many others. Automated workflows allow you to trigger actions based on knowledge queries.
Use Cases
Needle is used by support teams to quickly answer tickets by querying their knowledge base. Product teams use it to find past decisions scattered across Confluence and Slack. Sales teams access Salesforce customer information and communication histories from one place. Managers use Needle to synthesize project status from multiple sources.
Advantages
Needle’s main advantage is eliminating time wasted searching for information across dozens of tools. Cited answers reduce errors and hallucinations typical of generative AI. Connectivity with more than 20 tools ensures all enterprise information is accessible from a single entry point. The free plan allows small teams to get started without investment.
Pricing
Needle offers a free plan with 5 seats, 1M collection tokens, and 1,000 workflow credits. The Pro plan at $39/month offers 10 seats, 5M tokens, and 5,000 workflow credits. An Enterprise plan with custom pricing is available for large organizations.
Conclusion
Needle is an effective solution for teams that waste too much time searching for information in their tools. Its verifiable RAG approach and numerous integrations make it a solid choice for centralizing enterprise knowledge.