AI Task Extractor
Extract tasks and action items from text
Paste client messages, notes, or other unstructured text. Text2Task organizes project context and related tasks into a draft you can review before saving.
The draft stays under your control. Review and approve it before saving.
Pasted text
Website refresh for Acme. Update the hero copy, fix the mobile menu, and add the pricing section. The first draft is due Friday. Budget is $850. Maya Cohen is the client contact.
Reviewable project and task draft
- Project
- Acme website refresh
- Tasks
- Update the hero copy
- Fix the mobile menu
- Add the pricing section
- Deadline
- Friday
- Budget
- $850
- Client contact
- Maya Cohen
- Priority
- Not specified
This is an illustrative example. Actual results depend on the text you paste and may vary.
From unstructured text to clear work
Action items are often mixed with project context
A client message or note may contain the work itself, background information, dates, amounts, and contact details in the same paragraph. A simple task list can lose that context, while manual restructuring takes additional time.
Instructions and background information are mixed together.
Several related tasks may belong to the same project.
Important deadlines, amounts, and client details can be easy to overlook.
How it works
Paste, review, and save
Paste the text
Add the client message, notes, brief, or other text you want to organize.
Review the project and tasks
Text2Task creates a draft containing project context and related tasks when those details are present.
Edit, remove, and save
Correct supported information, remove tasks that do not belong, and save only after approval.
What the draft may include
More than a basic to-do list
Depending on what is written in the source text, the draft may include:
- Project title and summary
- Related tasks
- Client and contact information
- Deadline
- Priority
- Budget or amount
- Notes and supporting context
Information that is not present in the source text should not be invented. Review the result before saving.
A task extractor should preserve the bigger picture
Some text contains one clear action item. Other text describes a complete piece of client work with several related tasks. Text2Task keeps those tasks together with the available project context instead of returning only an isolated checklist.
Review before saving
AI creates the draft. You approve the work.
Edit supported fields, remove anything that does not belong, and save only after the project and task draft looks correct.
Who uses text extraction
Useful wherever detailed instructions become work
Turn stakeholder notes into a project and task draft you can review.
Organize detailed instructions without rebuilding every task by hand.
Keep multi-client requests structured before work begins.
Keep pasted client instructions organized before you start the work.
Related ways to organize incoming work
FAQ
AI Task Extractor questions
What text can I paste into the AI Task Extractor?
You can paste client messages, notes, briefs, meeting notes, or other unstructured text containing work you want to organize.
Can it extract several tasks from one message?
Yes. When the text contains several related instructions, the draft may include multiple tasks organized under the available project context.
Can it identify deadlines, priorities, and budgets?
It can identify those details when they are present in the source text. Review the draft because missing or unclear information may remain unspecified.
Can I edit the extracted tasks?
Yes. You can review the draft, edit supported fields, remove tasks that do not belong, and save only after approval.
Does Text2Task save or assign tasks automatically?
No. Text2Task creates a reviewable draft. It does not save, assign, notify, or create calendar events automatically.
Is every extraction guaranteed to be accurate?
No. AI extraction can miss or misunderstand details, so every draft should be reviewed before saving.
Turn unstructured text into a project and task draft
Paste a client message or note, review the organized project and tasks, and save only the result you approve.