Describe the work in plain English and Otto drafts the tasks, priorities, due dates and assignees for you. Then it shows you a before/after diff, and nothing changes until you approve it.
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Quick answer
An AI task manager is a task app with a built-in assistant that turns plain-language requests into organized, prioritized work. Most stop at suggestions you still have to apply yourself. Taskly goes further: Otto drafts the real tasks and then waits for your approval, so you get the speed of automation without ever handing over control.
Not a chatbot that talks about your tasks. An assistant that drafts them, so the busywork is done for you instead of described to you.
Describe a project the way you would to a teammate. Otto drafts the tasks, subtasks, priorities, due dates and assignees, structured, not a wall of bullet points.
Ask Otto to reprioritize a messy list and it proposes a sensible order with reasons, so you decide what matters instead of dragging cards around one at a time.
Push a deadline, reassign a batch of tasks, add a recurring check-in. Otto applies changes across many tasks at once, and shows exactly what it will touch first.
Otto assigns work to real teammates and keeps every task in one owner’s bucket, so the plan it drafts reflects who actually does what, not a generic template.
The industry is racing toward AI that just does things for you. For work you’re accountable for, that’s the wrong default. Taskly is built the other way around: Otto proposes, you dispose. Every change it wants to make, creating tasks, editing them, reprioritizing, reassigning, is shown as a clear before/after diff you approve or discard. One task or fifty, you always see it before it happens.
Read the reasoning behind it in AI that asks first, or the plain-language primer in what is an AI task manager.
| Typical AI task features | Taskly (Otto) | |
|---|---|---|
| What the AI produces | Suggestions and text you copy, paste and reshape yourself | Real tasks, subtasks, priorities, due dates and assignees, ready to apply |
| Who does the organizing | You still do it, after reading the suggestion | Otto does it, then hands you a before/after diff to approve |
| Bulk changes | One item at a time, by hand | Reprioritize, reschedule or reassign many tasks in a single approved step |
| Control | Varies: some tools act on their own, some only hint | Nothing changes until you approve it. Consent is the default, not a setting |
| Your teammates’ privacy | Often unclear what data reaches the model | Teammate emails are never sent to the AI model |
Otto is good at turning what you say into structure. It is not good at knowing things you never told it, and no assistant is.
Otto can order a list by what you tell it. It cannot know that the small task is for your biggest client.
If the reason a deadline moved lives in someone’s head or a call nobody wrote up, Otto has no way to see it.
Otto organizes the plan. The writing, building and shipping underneath it is still yours.
You spend more time organizing your task list than doing the work on it.
You want AI to draft the plan, but you refuse to let software change your work without asking.
Your team needs to see who owns what, at a glance, without a configuration project.
You’ve tried “AI” features that only suggest things you still have to apply by hand.
Comparing specific tools? See our buyer’s guide to task management software for teams.
Switching from something you already use? We compare Otto head to head on the Trello alternative and Asana alternative pages.
Organizing your own day rather than a team’s? See AI to-do list.
Worried about what reaches the model? Our security page sets out workspace isolation and what Otto is and isn’t sent.
Planning with an ADHD brain? Start with ADHD planning tools.
Trying to protect focus time around the triage? See deep work strategies.
An AI task manager is a task or to-do app with a built-in assistant that turns plain-language requests into organized work: creating tasks, breaking them into subtasks, setting priorities and due dates, and assigning them. The better ones go beyond suggestions and draft the work itself. Taskly’s assistant, Otto, does exactly that, and shows every change as a before/after diff you approve before it applies.
Taskly differs from other AI task managers in two ways. Otto drafts real tasks, subtasks, priorities and assignments rather than suggesting text you still have to reshape by hand, so it removes the busywork instead of describing it. And Otto acts only with your consent: every change, one task or fifty, appears as a diff you approve or discard. Teammate email addresses are never sent to the AI model.
Taskly’s AI never changes anything automatically, which is the core design decision behind the product. Otto proposes and you dispose: you see exactly what will be created, edited, reprioritized or reassigned before it is applied, and you can discard the whole proposal with one click. Other AI task managers vary, and some do act on their own, so it is worth checking before you adopt one.
An AI task manager can work for a whole team when it understands who people are rather than treating tasks as anonymous text. Otto assigns work to real teammates and keeps every task in one owner’s bucket, with admin Team views showing who is doing what. You can ask Otto to reassign or rebalance work in plain English and approve the result.
An AI task manager cannot decide what matters to your business, negotiate a deadline with a client, or know context that was never written down anywhere. Otto turns what you tell it into structure, and it is good at that, but the judgement about what deserves doing stays yours. Treat any tool claiming to make those calls for you with suspicion.
Taskly isolates every workspace at the database level with row-level security and encrypts data in transit. Teammate email addresses are never sent to the AI model: Otto works with stable pseudonyms instead, so it can assign work to the right person without the model ever seeing who they are. The security page sets out the details.
Taskly’s AI is free. The entire product, including Otto, costs nothing while Taskly is in early access, with no separate AI add-on and no per-seat charge for the assistant. Early adopters keep preferential pricing when paid plans arrive.
An AI task manager can lower the starting cost of getting organized, which is often the hardest part of a task list for an ADHD brain: describing work out loud is easier than structuring it. It is not a treatment and it will not supply motivation. Our guide to ADHD planning tools covers what genuinely helps and where each type breaks down.
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