Needle

Unlock AI-powered information discovery and automation across all your data.

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Founded

2024

Employees

Funding

$2.2M Seed

Needle — AI Knowledge Search and Agent Platform

Needle is a knowledge search and agent automation platform that “threads” your company data from 25+ tools into one place. It combines semantic AI search, a production-ready RAG API, and configurable agents so teams can find answers fast, automate routine steps, and ship AI features without heavy integration work. See the platform at [needle-ai.com](https://needle-ai.com) and [needle.app](https://needle.app).

At a Glance

**Product:** Knowledge search and agent platform with **Knowledge Threading** and a **RAG API**

**Core value:** *AI search across internal data + context-aware agents* that execute workflows

**Founders:** Jan Heimes (CEO) and Onur Eken (CTO) — [seed funding announcement](https://needle.app/news/needle-seed-funding)

**Funding:** $2.2M seed (Mar 2025) led by 468 Capital and Presight Capital

**Pricing:** Free tier; paid plans from $49/month with unlimited users — see comparisons: [vs Google Agentspace](https://needle-ai.com/alternatives/googleagentspace), [vs Slack Agents](https://needle-ai.com/alternatives/slackagents)

**Connectors:** 25+ apps including Google Drive, Notion, Slack, Confluence, Gmail/Outlook, SharePoint, HubSpot, Jira, Intercom, Zapier — full list: [Integrations](https://needle-ai.com/integrations)

**AI stack:** RAG API, Knowledge Threading, agent workflows; supports MCP, LangChain, LangGraph, DSPy

**Security:** AES‑256 encryption, enterprise controls, and privacy posture — [How it works](https://needle-ai.com/resources/how-it-works), [Data privacy](https://needle-ai.com/resources/data-privacy)

Why Teams Choose Needle

**Unified AI search across your stack:** Semantic retrieval over Google Drive, Notion, Confluence, Slack, email, CRMs, and more.

**Agents that act with context:** Automate actions (e.g., updates, digests, ticketing) using your real company data.

**Developer-friendly RAG:** Ship secure, private RAG apps via an API and supported frameworks.

**Avoid lock‑in:** Broad connectors, open developer paths (MCP, LangChain, LangGraph, DSPy), and flexible deployment.

**Simple pricing:** Unlimited users starting at $49/month (free tier available).

How Needle Works

**Knowledge Threading:** Links fragmented data across tools so relevant chunks are indexed, retrieved, and actionable. Overview: [Needle home](https://needle-ai.com)

**RAG API:** Chunking, indexing, and semantic retrieval on private knowledge; build secure RAG apps quickly — [What is RAG?](https://needle-ai.com/resources/what-is-rag)

**Agent routing:** Queries are resolved by retrieving the right context and routing actions to agents that can post to Slack, update CRM, file Jira tickets, trigger Zapier workflows, send emails, and more.

**Developer stack support:** Build custom agents via [MCP](https://needle-ai.com/resources/connectors/mcp), LangChain, LangGraph, and DSPy; deploy on common modern stacks (e.g., Vercel).

Integrations

**Work apps:** Google Drive, Gmail, Outlook, SharePoint, Notion, Slack, Confluence

**Business apps:** HubSpot, Intercom, Jira, Zapier

**Developer:** MCP server, LangChain, LangGraph, DSPy, Vercel

Explore all connectors: [Integrations](https://needle-ai.com/integrations) and specific guides like [Intercom](https://needle-ai.com/resources/connectors/intercom).

AI Agents and Automation

**Agents:** Natural-language workflows for chat actions, automations, email digests, and routing across tools.

**Context-aware execution:** Agents operate on retrieved, permissions-aware knowledge threads.

**Developer paths:** Build with MCP, LangChain, LangGraph, and DSPy; see tutorials and examples on the [Use Cases](https://needle-ai.com/use-cases) and resources pages.

Security and Compliance

**Data protection:** AES‑256 encryption and enterprise controls with documented practices.

**Privacy and governance:** Resources on isolation, permissions, and deployment options — see [How it works](https://needle-ai.com/resources/how-it-works) and [Data privacy](https://needle-ai.com/resources/data-privacy).

Pricing and Trial

**Free tier available.**

**Paid plans from $49/month** with unlimited users (per Needle’s comparison pages).

Learn more: [Google Agentspace Alternative](https://needle-ai.com/alternatives/googleagentspace) and [Slack Agents Alternative](https://needle-ai.com/alternatives/slackagents).

Who It’s For

**Founders and ops leaders** seeking AI search and automations across internal tools

**RevOps, support, and success teams** that need context-aware workflows and deflection

**Engineering and data teams** building agent features with existing LLM stacks

**SMB and mid-market teams** wanting broad connectors and straightforward pricing

Common Use Cases

Company-wide semantic search across Google Drive, Notion, Confluence, Slack — [Overview](https://needle-ai.com)

Support assistants and deflection with Intercom + knowledge bases — [Intercom connector](https://needle-ai.com/resources/connectors/intercom)

Sales research, lead qualification, and pipeline updates with CRM sync

Onboarding assistants in Slack with guided Q&A flows

Content research and planning with web browse and collections

Agent-driven project updates and Jira ticket workflows

Secure RAG apps on private knowledge with governance — [RAG explainer](https://needle-ai.com/resources/what-is-rag), [How it works](https://needle-ai.com/resources/how-it-works)

Social Proof and Community

Quick wins and setup experiences: [Community examples](https://www.reddit.com/r/NeedleAI/comments/1ndbvim/needleapp_real_examples_and_time_savings/)

Content and research workflows: [Browse feature saves time](https://www.reddit.com/r/NeedleAI/comments/1o60ghc/needle_browse_a_timesaver_for_content_creators/)

Practical agent builds: [RAG + LangGraph tutorial](https://www.reddit.com/r/NeedleAI/comments/1o5kyo6/just_built_a_rag_agent_using_needle_and_langgraph/)

Product feedback: [Product Hunt listing](https://www.producthunt.com/products/needle-3) and [latest launch](https://www.producthunt.com/posts/needle-5)

Limitations and Considerations

Limited third-party reviews on G2/Capterra at this time; small but growing community — [Subreddit](https://www.reddit.com/r/NeedleAI/)

Few publicly available enterprise references or large-scale benchmarks

HQ location not explicitly stated on public pages reviewed

Company and Sources

**Sites:** [needle-ai.com](https://needle-ai.com), [needle.app](https://needle.app)

**Overview:** [The Knowledge Threading Platform](https://needle-ai.com)

**Use cases:** [Browse use cases](https://needle-ai.com/use-cases)

**Integrations:** [Full list](https://needle-ai.com/integrations)

**RAG explainer:** [What is RAG?](https://needle-ai.com/resources/what-is-rag)

**How it works & privacy:** [How it works](https://needle-ai.com/resources/how-it-works), [Data privacy](https://needle-ai.com/resources/data-privacy)

**Seed funding news:** [Announcement](https://needle.app/news/needle-seed-funding)

**LinkedIn:** [Needle on LinkedIn](https://www.linkedin.com/company/needleapp)

Competitive Positioning

Against search‑only tools (e.g., Glean, Unleash): Needle pairs semantic search with **agents and automations** and supports multiple LLM frameworks — [Glean alternative](https://needle-ai.com/alternatives/glean), [Unleash alternative](https://needle-ai.com/alternatives/unleash)

Against vendor‑bundled suites (e.g., Google Agentspace): Emphasizes **vendor independence**, **broader integrations**, and **simpler pricing** — [Google Agentspace alternative](https://needle-ai.com/alternatives/googleagentspace)

---

If helpful, request a side‑by‑side feature checklist or a rollout plan to pilot Needle across your stack.

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