Launching today
ClawTeams
The first goal-driven, proactive AI team for e-commerce
165 followers
The first goal-driven, proactive AI team for e-commerce
165 followers
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.
Ada.im
Hey Product Hunt! 👋
I'm Steven Cen, and today we're launching ClawTeams — an AI team platform
built specifically for e-commerce operators.
The frustration that led to this: we kept seeing smart sellers use AI tools and still
end up doing all the coordination work themselves. They had AI assistants — but they
still 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 hit
walls. What made you give up on them? What would make an AI team actually useful?
Huge congrats👏 to shipping. one que what happens if the team lead agent runs into a direct roadblock like an API returning an expired token error from a connected store? does it flag a human immediately in discord or try to self-heal?
Ada.im
@priya_kushwaha1 Great question, and it's exactly the kind of edge case we designed for early on 🙏
Short answer: it's a two-step process, not either/or.
When the Team Lead agent hits something like an expired token from a connected store, it first tries safe, reversible self-healing steps — retrying the auth flow, refreshing via the stored refresh token if available, or falling back to a cached state so nothing downstream breaks silently. If that resolves it, you just see a quiet log entry, no interruption.
But if it's a hard blocker — like the store literally revoked access or the refresh token itself has expired — it won't keep guessing or "pretend" to make progress. It immediately flags a human in Discord/Slack with the specific context (which store, which action was blocked, what it already tried), because re-authing a store connection is exactly the kind of "high-stakes, needs-a-human" moment we don't want an agent silently working around.
The core design principle is: agents can act autonomously on reversible, low-risk operational stuff, but anything involving credentials/access or irreversible actions always surfaces to you first. We'd rather have a slightly noisier Discord than an agent that "self-heals" its way into doing something you didn't approve.
Happy to go deeper on this if you're curious — this kind of failure-mode design is honestly where most of our engineering time went pre-launch.
The one-sentence setup is especially appealing for ecommerce. Starting with rough product information and asking for a complete listing package feels far more natural than building a workflow first.
Ada.im
@nicole_h94 Exactly—starting with the outcome should feel more natural than designing the workflow first.
Agnes AI
I appreciate that ClawTeams separates execution from approval. That balance could make agentic work much easier to trust.
Ada.im
@cruise_chen That balance is central to the product: let the team execute, but keep approvals clear and deliberate.
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?
@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?
ClawTeams
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.