Needle - The proactive GTM agent in Slack and Teams
by•
Most sales AI waits for you to ask. Needle is proactive. It works like a GTM engineer on your team: it watches your pipeline and acts before you do. Spots stalled deals and drafts the follow-up, preps you before calls, keeps your CRM tidy, surfaces real buying signals. It lives in Slack and Teams, wired into HubSpot, Gmail and Gong. Unlike horizontal agents, it is built for revenue teams, acts through your permissions, and your context and memory stay portable. No lock-in. Not another dashboard.
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The reactive-to-proactive shift is where the interesting failure modes start. When AI just answers questions, wrong answers are annoying but recoverable. When AI acts before you ask, wrong actions cost you deals and worse, they cost you credibility with the prospect who now thinks your team is uncoordinated.
Running my own cold email ops solo right now (162 leads, personalized Loom video sequence) and the manual version of what Needle does is roughly 40% of my week, pipeline watching, follow-up drafting, CRM hygiene. The math on offloading that is real. But the trust boundary Mustafa raised is exactly right, the piece that has to feel right is "would this have been the follow-up I'd have written." Not just competent, but on-voice.
Curious about the calibration period, does Needle need a warm-up phase where it drafts and you approve before it moves to autonomous action, or is it comfortable acting on day 1 with just permission scoping?
The proactive angle is the interesting part since most of these just wait to be prompted. What actually triggers Needle to act: configurable rules/thresholds (deal untouched N days, no reply on a thread), or a model deciding on its own when something matters? And when it fires, does it act autonomously (send the follow-up, update the HubSpot field) or draft it and wait for the rep to approve? Trying to gauge how much CRM-hygiene work I could hand off on day one vs still babysitting.
It looks like you don't support Salesforce yet. Do you have any plans to add it? We're currently using Salesforce, so we'd love to integrate with it.