Needle

What Needle does

Needle is an AI-powered knowledge threading and workflow automation platform founded in 2024 and based in Wilmington, Delaware, with a team of 1-10 employees. The company's product is built around three core pillars: Workflows (visual, AI-agent-driven automations that follow natural-language instructions rather than requiring manual node configuration, branded as 'vibe automate'), Collections (semantic and structured search over knowledge bases designed for RAG at scale beyond 50+ documents, with advanced document processing for tables, charts, and multi-column layouts), and a drop-in Chat Widget for websites. A Developer API and a Partner Program that lets community members create, share, and monetize workflow templates extend the platform surface.

Under the hood, Needle is model-agnostic, integrating foundation models from OpenAI (GPT-5.4), Anthropic (Claude Opus), and Google (Gemini 3.1 Pro), with a bring-your-own-API-key option that lets customers apply existing vendor credits. It connects to a broad range of SaaS data sources including Slack, Google Drive, Gmail, Google Calendar, Notion, GitHub, Google Sheets, LinkedIn, and Telegram. The platform is positioned horizontally across startups, SMBs, developers, researchers, sales teams, and investment professionals.

Needle makes money through credit-based usage pricing that closely tracks token consumption, supplemented by a generous free tier with no credit card required. Enterprise sales are routed through Calendly demo booking for custom deployments. The company raised a $2.1M seed round in March 2025 co-led by 468 Capital and Presight Capital, and its customer base spans universities (Cambridge, Royal Holloway, University of Latvia, TU Braunschweig), enterprises (HubSpot, Babbel), and a long tail of startups and SMBs (Langchain, Langflow, Datastax, Haystack, Finance Ads, Alimak Group, among others). Compliance posture includes GDPR, CCPA, and CSA STAR Level 1, with SOC 2 Type II in progress.

Name

Needle

Legal name

Needle

Website

https://needle-ai.com

Company type

Private

Founded year

2025

Operating status

Operating

Headcount range

1–10 employees

Ownership category

akta.pro rank

Product category

AI Workflow Automation Platform

NAICS

Software Publishers (5132)

SIC

Services-Prepackaged Software (7372)

akta.pro primary industry

Data App Builders (Forms, Portals & Internal Tools) (HDAEAKAK)

akta.pro secondary industry

Multimodal Generation (Text-Image-Video-Audio) & Creative Toolchains (HDAAACAG)

Keywords

• AI workflow automation
• Knowledge management platform
• RAG knowledge base
• AI agent platform
• Semantic document search

Headquarters

HQ city

Wilmington

HQ country

United States

HQ region

North America

Markets served

GTM type

B2B

Offering type

Software

Cost components

Technology or R&D, Infrastructure, Personnel, Marketing or Sales

Revenue model

1. Credit-based Usage: Pricing based on credit usage which closely tracks token consumption. Users pay for what they use. Includes a generous free tier for new users to build useful workflows.
2. Partner Revenue Share: Partners create workflow templates and earn passive income when others run their automations.

Pricing tiers

Go-to-market motion2 records

Distribution channels3 records

Marketing channels10 records

Core offering

Needle is an AI-powered Knowledge Threading platform that lets users build automated workflows through natural-language "vibe automation," search knowledge bases at scale via Collections, and embed AI agents on any website with a drop-in widget. It supports multi-model AI (OpenAI, Anthropic, Google), RAG over documents and connected data sources (Slack, Google Drive, Notion, GitHub, etc.), and a Developer API for custom applications. The platform is offered on a freemium, credit-based usage model with a Partner Program that distributes community-built workflow templates.

Product overview

Needle is a unified AI-powered Knowledge Threading™ platform for work, consisting of three core product pillars: Workflows (AI-powered automation with agents that follow natural language instructions), Collections (knowledge base management with semantic search and RAG capabilities), and Chat Widget (drop-in web widget for website deployment). The platform also includes a Developer API for building AI-powered applications and a Partner Program where community members can create and monetize workflow templates. Users can connect various data sources (Slack, Google Drive, Notion, GitHub, etc.) to build automations without coding, leveraging AI models from OpenAI, Anthropic, and Google.

Differentiator

Problem solved

Functional benefit

Products and services

• Needle Core Platform (Workflows + Collections) AI-powered Knowledge Threading platform that combines Workflows (AI-agent automations built via natural language) and Collections (semantic search over knowledge bases) for fast-moving teams needing no-code AI automation.
• Chat Widget

Named customers5 records

Segments5 records

Ideal customer profiles4 records

Technology focussed Yes

API detail

Has API

Yes

API docs

API detail

Core technology

AI maturity

App detail

Integration9 records

AI capability10 records

Feature6 records

Partnerships

Twelve partnerships are on record, tiered core.

• SlackcoreTechnology or IntegrationSlack integration available as a data source connector in Needle workflows. Users can connect Slack to automate workflows involving team communications.
• Google DrivecoreTechnology or IntegrationGoogle Drive integration available for connecting documents and files to Needle workflows. Used in workflow templates like European grants tracking and Google Maps data collection.
• Google Mail (Gmail)coreTechnology or IntegrationGmail integration available as a connector for email-based workflows and notifications.
• Google CalendarcoreTechnology or IntegrationGoogle Calendar integration for scheduling and calendar-based workflow automations.
• NotioncoreTechnology or IntegrationNotion integration available. Users can connect Notion databases and pages to Needle workflows, such as the lead generation workflow that enriches contacts in Notion.
• GitHubcoreTechnology or IntegrationGitHub integration available for connecting code repositories and developer workflows to Needle automations.
• Google SheetscoreTechnology or IntegrationGoogle Sheets integration used in multiple workflow templates for data logging and spreadsheet updates, such as European grants tracking and Amazon product analysis.
• LinkedIncoreTechnology or IntegrationLinkedIn integration for profile analysis and outreach automation workflows, including the LinkedIn Profile Roaster template.
• TelegramcoreTechnology or IntegrationTelegram Bot API integration for sending automated briefs and notifications, used in the daily market Telegram brief workflow template.
• OpenAIcoreTechnology or IntegrationOpenAI models (GPT-5.4) available in Needle. Users can also bring their own OpenAI API key to leverage existing credits.
• AnthropiccoreTechnology or IntegrationAnthropic Claude models (Opus) available in Needle. Users can also bring their own Anthropic API key to leverage existing credits.
• Google (AI Models)coreTechnology or IntegrationGoogle Gemini models (3.1 Pro) available in Needle. Users can also bring their own Google API key to leverage existing credits.

Scale indicators1 record

Recent moves6 records

Expansion highlights5 records

Direct peers

• Bardeen: Browser-based AI automation tool focused on data extraction, scraping, and sales workflows. Overlaps with Needle on lead generation and outbound automation use cases like Google Maps scraping to CRM.
• Lindy AI: AI agent builder that lets non-technical users create autonomous agents for sales, support, and ops workflows. Closest direct peer to Needle on the AI-native, natural-language workflow axis, with comparable target customers and use cases.
• Relay.app: AI workflow automation platform targeting SMB and ops teams with human-in-the-loop steps. Competes with Needle on collaborative, AI-assisted workflow building for non-developers.
• Stack AI: Enterprise-grade AI agent and workflow platform with strong RAG capabilities. Directly comparable to Needle on Collections/RAG and agent orchestration, but with deeper enterprise sales motion.
• Make (formerly Integromat): Visual, node-based workflow automation platform with deep scenario builders. Direct competitor to Needle's Workflows product on the visual-automation axis, though Make is less AI-native and lacks Needle's 'vibe-automate' natural-language approach.
• n8n: Open-source workflow automation tool with strong technical-user adoption. Overlaps with Needle on connecting apps and orchestrating AI steps; n8n's self-host and developer-friendly positioning make it a close peer for technical buyers.
• VectorShift: No-code AI workflow and agent builder with knowledge base integrations. Competes head-to-head with Needle in enabling non-technical users to build RAG-powered automations.

Broad incumbents

• Zapier: The dominant workflow automation incumbent. Needle competes for the same use case — connecting SaaS apps and automating multi-step tasks — but Zapier is a broad, mature platform with a far larger integration library and enterprise presence.
• Glean: Enterprise AI search and knowledge management platform with strong RAG foundations. Competes with Needle's Collections on enterprise knowledge-base search, though at much larger scale and price points.

Emerging players

• Gumloop: AI-native workflow builder for internal tools and automations. Similar visual-builder-plus-AI-agent positioning to Needle's Workflows, targeting ops teams at growth-stage companies.

Market position

Strengths5 records

Weaknesses5 records

Competitive moat4 records

Key risks6 records

Key highlights7 records

Customer concentration

• Xx.com/NeedlexAI
• GitHubgithub.com/oeken/needle-python
• YouTubeyoutube.com/@needle-ai
• LinkedInlinkedin.com/company/needleapp

Compliance4 records

Revenue estimate

Valuation estimate

Number of profiles

Funding overview

Funding rounds1 record

Investors2 records

Funding detail is available on the Subscription and Enterprise plan.Contact sales →

M&A

Investments

M&A and investment is available on the Subscription and Enterprise plan.Contact sales →

Frequently asked questions about Needle