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ClawTeams
The first goal-driven, proactive AI team for e-commerce
ClawTeams is an AI employee platform for e-commerce sellers. Instead of hiring specialists—or doing everything yourself—you get a coordinated AI team that thinks, plans, and executes like real employees. One goal. One team. Zero micromanagement. Tell your team lead what you want—"Increase Q4 revenue by 20%"—and they break it down, assign specialists, and run the plan. You get updates in Slack or Discord. High-stakes decisions wait for your approval. Everything else just happens.
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Developer & User Discourse
[Redacted] • Jul 14, 2026
"high-stakes decisions wait for your approval" - is that threshold something the team lead learns from your past overrides, or a fixed list of action types you configure upfront?
[Redacted] • Jul 14, 2026
Promising! Gonna try this out @s_cen
[Redacted] • Jul 14, 2026
the drift-catching part makes sense for one agent going sideways, but what about two specialists stepping on each other mid-task - if the pricing agent drops a price right as the ads agent is calculating margin for a new campaign, does the team lead serialize those or do they just race?
[Redacted] • Jul 14, 2026
the approval-boundary answers in this thread are solid, but they're all about controls you set. the risk I don't see addressed is the platform side - Amazon/Shopify etc flag bulk automated listing or pricing changes as suspicious and can suspend a seller account over it, independent of whether the change itself was a good idea. does ClawTeams rate-limit or pace its actions to stay under those platform-level detection thresholds, or is that entirely the seller's problem to monitor?
[Redacted] • Jul 14, 2026
Congrats on the launch, the goal decomposition flow is clean.The question I keep coming back to with agent teams is what the team lead remembers between runs. Planning is the easy half. The expensive half is not re-litigating a decision a specialist already made last week, and not acting on stock numbers that went stale two runs ago.Does the team carry state forward across goals, or does each new goal start from a clean context?
[Redacted] • Jul 14, 2026
Congrats on the launch Steven!
[Redacted] • Jul 14, 2026
The per-action approval controls look well thought through. The harder problem with goal-driven agents is the goal itself: "increase Q4 revenue 20%" can be hit in ways you'd hate — deep discounts that gut margin, or heavier email that lifts this month's revenue and burns the list next quarter. Each step can look low-risk and pass its guardrail while the sum quietly optimizes the wrong thing.Curious whether the Team Lead is measured only against the stated goal, or against guardrail metrics too — a margin floor, a send-frequency cap, brand constraints — so it's steered away from technically-correct-but-bad paths, not just blocked on individual high-stakes actions. That constraint layer feels like where the trust actually lives. Congrats on shipping, Steven.
[Redacted] • Jul 14, 2026
Looks great
[Redacted] • Jul 14, 2026
Does the platform support shared team memory without exposing sensitive context across unrelated projects?
[Redacted] • Jul 14, 2026
The approval boundary is the product here. For e-commerce operators, the useful version is not “agents do everything”; it is clear ownership, budget/risk limits, and a decision log in Slack when a step touches inventory, pricing, customer comms, or ad spend.
[Redacted] • Jul 14, 2026
@stevencen Love the "zero micromanagement" vision! 👏You mentioned that high-stakes decisions wait for human approval in Slack/Discord. How granular are those safety guardrails? For instance, can a seller set custom approval rules—like automatic sign-off for minor ad budget tweaks, but requiring human approval for price changes or launching new campaigns?
[Redacted] • Jul 14, 2026
Parallel work is presented clearly without overwhelming the user with technical agent details. Nice product thinking.
[Redacted] • Jul 14, 2026
Love the concept of treating AI agents like actual team members. One thing I'd find super useful is a simple performance dashboard per specialist showing what they shipped, time saved, and cost vs hiring a human for the same task, so I can actually measure ROI over time.
[Redacted] • Jul 14, 2026
Congrats on launching! "Zero micromanagement" is a bold promise for a multi-agent setup - how do you handle the failure case where one specialist agent goes off track? Does the team lead catch it before it reaches the customer, or is there a human-in-the-loop checkpoint?
[Redacted] • Jul 14, 2026
Congrats on shipping. Bringing an AI team directly into existing chat channels could remove a lot of workflow friction.
[Redacted] • Jul 14, 2026
I've seen many AI employee solutions. But I'm more optimistic about products geared towards specific verticals (like this one for e-commerce), as it better meets the needs of customers in those verticals.
[Redacted] • Jul 14, 2026
Hey everyone! 👋Most AI tools give you an assistant. ClawTeams gives you a team.Tell your AI Team Lead what you want to achieve, and it plans the work, delegates to specialists, and executes — coordinating like real employees instead of waiting for you to micromanage every step. High-stakes calls wait for your sign-off; the rest runs on its own, with updates right in Slack or Discord.If you sell online, I'd love to hear: where does coordination eat the most of your day? That's exactly the pain we're trying to kill.
[Redacted] • Jul 14, 2026
I appreciate that ClawTeams separates execution from approval. That balance could make agentic work much easier to trust.
[Redacted] • Jul 9, 2026
Hey Product Hunt! 👋I'm Steven Cen, and today we're launching ClawTeams — an AI team platformbuilt specifically for e-commerce operators.The frustration that led to this: we kept seeing smart sellers use AI tools and stillend up doing all the coordination work themselves. They had AI assistants — but theystill had to be the manager. That's exhausting.So we built ClawTeams around a different idea:→ You set the goal. The AI Team Lead manages the rest.Get 800 bonus credits ($8 value) with your first top-up of any amount. No minimum required.We'd love your feedback — especially from sellers who've tried other AI tools and hitwalls. What made you give up on them? What would make an AI team actually useful?