Needle AI

Needle AI gives revenue and sales teams a proactive AI agent that lives inside Slack and Teams, where each rep can message it like a teammate to identify and qualify ICP-fit leads, map buying committees, run personalized outreach, flag stalled deals, and keep the CRM current. Acting on behalf of the rep with their exact permissions, it wires into 3,000+ tools (HubSpot, Salesforce, Gmail, Apollo, and more) and remembers how you work, building reusable skills over time. Its differentiator is a no-vendor-lock-in model-routing engine that sends each task to the best-fit LLM rather than a single fixed model.