Definition: An agent inbox is the single place where the work your AI agents do in the background lands for you to see. Results arrive, questions get asked, and approvals get requested in one queue. You skim, reply, and approve from there. Nothing important happens silently or out of view.
TL;DR: An agent inbox collects everything your AI agents produce, draft replies, finished results, and questions they need answered, into one review queue. You stay the decision-maker without watching every step. Taskade agents run 34 built-in tools and surface their work for approval. Build one free →
You are already doing a version of this. You scan your email for replies that need a yes, check a teammate's draft before it goes out, or glance at a notifications panel to see what got done overnight. An agent inbox is that habit, made for AI agents that work while you are doing something else.
What is an agent inbox?
An agent inbox is the review queue where autonomous AI agent work lands. Instead of an agent acting silently, every result, draft, and open question shows up in one place for a human to approve. It turns background automation into something you can see, trust, and steer, without sitting and watching each agent run.
This matters because the value of an autonomous agent is that it works on its own. The risk is that it works out of sight. The inbox closes that gap. It gives the agent room to run and gives you a clear window into what it did and what it needs from you.
How an agent inbox works
Agents work in the background. Their results and questions land in one inbox. You review and approve. That three-beat loop is the whole idea, and it keeps a human on the decisions that matter while the routine work runs on its own.
The loop has three roles for you and one for the agent. You set the goal. The agent does the work. The inbox holds the result. You decide. Then it runs again. This is the practical shape of human-in-the-loop work: the agent moves fast, and you keep the final say on anything that counts.
What shows up in the inbox
Three kinds of items land in an agent inbox: finished work waiting for a green light, questions the agent needs answered to continue, and conversations from people your public agents are talking to. Each one is a clear next action for you, not a log to dig through.
| What lands | Why it lands | What you do |
|---|---|---|
| Finished result | Agent completed a task and wants sign-off | Skim, approve, or edit |
| Draft reply | Agent wrote a customer or email response | Approve as-is or adjust the tone |
| Open question | Agent hit an ambiguous choice it should not guess | Answer in one line, it continues |
| Approval request | Action crosses a threshold you set (cost, send, publish) | Approve or hold |
| Public chat | Someone messaged your shared or embedded agent | Reply, or let the agent handle it |
| Flagged exception | Agent met a case outside its instructions | Take over or reroute |
Here is how that reads as a panel you actually scan in the morning:
┌──────────────────────────────────────────────────────────┐
│ AGENT INBOX 3 need you │
├──────────────────────────────────────────────────────────┤
│ ● Lead reply drafted Sales Agent approve ▸ │
│ ● "Which price tier?" Quote Agent answer ▸ │
│ ● Weekly report ready Ops Agent review ▸ │
│ ○ 14 chats handled Support Agent done ✓ │
│ ○ Invoices filed Billing Agent done ✓ │
└──────────────────────────────────────────────────────────┘
● = waiting on you ○ = handled, no action needed
The filled dots are your real work for the day. The open dots are everything the agents already closed without you. A good inbox shrinks the list of things you touch and grows the list of things that ran on their own.
Why an inbox beats notifications
A notification tells you something happened. An inbox tells you what to do about it and lets you do it in place. That difference is the point. Scattered alerts across email, chat, and tabs create noise. One queue with a clear action per item creates control.
| Scattered notifications | One agent inbox |
|---|---|
| Alerts spread across email, chat, tabs | Everything in one queue |
| You hunt for context | Full result and history attached |
| Approve by switching apps | Approve in place |
| Easy to miss a question | Open items stay until answered |
| No record of what ran | Handled work logged automatically |
This is the same instinct behind a shared team inbox, applied to AI teammates. When agents work as a multi-agent team, the inbox is where their separate streams of work converge into one reviewable list. You manage the team from a single view instead of chasing each agent.
Public conversations land here too
Public-facing agents capture their conversations in the same inbox. When you turn a Taskade agent into a shared link, an embedded widget, or a Community Gallery listing, the chats people have with it flow into one place. You see every conversation, jump in when a human touch helps, and let the agent handle the rest.
This is the customer-facing facet of the inbox, and Taskade documents the full setup in the Public Agent Inbox guide. The conversation comes with context: the agent knows which app the person is using and can pull from your connected projects to answer accurately. Routine questions get answered automatically. Anything that needs you waits in the queue.
How Taskade builds the agent inbox
In Taskade, agents are not just chat windows. Each one runs 34 built-in tools, keeps persistent memory, and can be wired into reliable automation workflows so it acts on a schedule or a trigger, not only when you ask. The inbox is where all of that surfaces for review.
Three pieces make it work:
- The agents. Custom AI agents run on 15+ frontier models from OpenAI, Anthropic, Google, and open-weight providers. Auto-routing picks the right model for each job, so you never tune model settings to get good results.
- The triggers. Triggers and actions decide when an agent runs and what it does. A form submission, a new project item, or a schedule can start the work that later lands in your inbox.
- The review gate. Human-in-the-loop approval gates pause an agent before any action you flag as sensitive, so a result waits for your yes instead of going out on its own.
Everything is orchestrated by Taskade EVE, the meta-agent behind Taskade Genesis, which coordinates the agents and routes their output to one reviewable queue.
Set the boundaries once
A useful inbox depends on clear rules. Decide up front what each agent can handle on its own and what always comes to you. Set thresholds, like a spend limit or a "never send to a customer without approval" rule, and the inbox enforces them. Review the handled items now and then to spot patterns and tighten instructions. Over time the agent answers more on its own and your queue gets shorter.
The goal is not zero items in the inbox. The goal is that the items left are the ones that genuinely need a person, and everything else already ran.
What you would build in Taskade
Picture an Ops Dashboard that runs your back office. You describe it in plain language to Taskade Genesis: "a dashboard where my support, billing, and sales agents work overnight and surface anything that needs me." It builds a live app with an inbox panel front and center. Each morning you open it and see three drafts to approve, one question to answer, and a tidy list of forty things the agents already closed. Your team logs in to the same view, automations run the routine work on their own, and you stay the one who says yes. Build your agent inbox free →
Frequently asked questions
What is an agent inbox?
An agent inbox is the single place where background AI agent work lands for review. Finished results, draft replies, and questions the agent needs answered all collect in one queue. You skim, approve, edit, or answer from there, so the agent runs on its own while you keep the final say.
How is an agent inbox different from notifications?
A notification tells you something happened. An agent inbox tells you what to do about it and lets you act in place. Instead of alerts scattered across email and chat, every item sits in one queue with a clear next action and the full context attached.
Do I have to approve everything an agent does?
No. You set the boundaries once. Routine work the agent handles on its own and logs as done. Only items you flag as sensitive, like sending a customer message or crossing a spend threshold, wait for your approval. Taskade uses human-in-the-loop gates for this.
Can public customer chats land in the same inbox?
Yes. When you share a Taskade agent as a link, embed, or Community Gallery listing, those conversations flow into one inbox. The agent handles routine questions automatically and the inbox holds anything that needs a human. Setup is covered in the Public Agent Inbox guide.
How many AI agents can feed one inbox?
You can run a multi-agent team where several agents work in parallel and all of their output lands in one inbox. Each agent uses 34 built-in tools and persistent memory, and Taskade EVE routes their results into a single review queue.
Which Taskade plan do I need for AI agents?
AI agents are available across Taskade plans, with the Free plan to start and Pro at $10/month for growing teams. Custom domains and built-in end-user logins for published apps are available on Business and up. See Taskade Genesis for what each plan includes.
Related wiki pages: Autonomous Agents, Human-in-the-Loop, Multi-Agent Teams, Agent Memory, Agent Tools, Taskade EVE, Public AI Agents, Triggers and Actions, Automation Workflows, Taskade Genesis