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As of 13 August 2026, AI can only partly turn your emails into tasks.
Most people should hand this to a purpose-built tool.
Can you do it?
15 minutesto a draft.
30 minutesto something you’d act on.
Cost, all in£0
Skill neededchat-fluent
Who has to check ityou
What the alternative costsA developer-built workflow is an alternative; Botpress is an open platform for building LLM chatbots and agents.
If this goes wrong: an important commitment is missed, assigned to the wrong person or given a false deadline, and the resulting work has to be recovered manually.
What to actually do
Use a tool built for this
The route this page recommends
Do it yourself
Second choiceA chat interface, chat-fluent skill, and roughly 30 minutes until you can act on the result.
How to actually do it
- Open your work inbox and copy the relevant email threads, including the subject, sender, date and full message text.
- Remove unrelated messages and redact passwords, payment details, personal information and confidential material that the chatbot does not need.
- Write down your task rules, such as the people who may own tasks, the task system you use and what counts as urgent, then paste those rules into the prompt.
- Paste the emails and the prompt into a chatbot and ask it to produce the proposed task list with source sentences.
- Compare every proposed task with its source email, correcting the owner, due date, priority and wording where the email does not support the draft.
- Create only the approved tasks in your task system, and leave possible tasks out until the named person confirms the action.
- Tell the relevant colleague about any task assigned to them and keep the source email with the task where your system allows it.
Prompt
Turn the email text below into a proposed task list. Use only information stated in the emails and do not invent deadlines, owners, priorities or project names. For each task, provide: task title, action required, owner if explicitly named, due date if explicitly stated, priority only if explicitly stated, source email subject, and the exact sentence that supports the task. Separate clear tasks from possible tasks that need my decision. Do not create a task from a question, update or courtesy message unless it contains a clear action. Preserve uncertainty rather than guessing. At the end, list emails that contain no clear task. My task rules, if any: [PASTE YOUR RULES HERE] Email text: [PASTE EMAILS HERE]
Open it prefilled in ChatGPT or Claude, or copy it into Gemini, which takes no prefill link.
Hand it to a person
The distant thirdA person who owns the outcome does this end to end, worth it when the failure is dear.
What it gets wrong
- AI cannot access your inbox unless you provide the message content or configure a permitted integration.
- AI cannot reliably infer whether a polite request, question or discussion is an actual commitment.
- AI cannot know whether a deadline is still current when the email thread has changed elsewhere.
- AI cannot take responsibility for a missed task or an incorrect assignment.
- AI cannot replace your team's agreed rules for ownership, priority and escalation.
What caps this at PARTLY: private data access, judgement under ambiguity and stakes of error.
How we scored this
Five axes, each scored nought to two by hand: ten means AI carries the task cleanly, and the thresholds that turn a total into YES, PARTLY or NO are published in the methodology. Each axis name links to its definition.
| Axis | Score (0–2) |
|---|---|
| Output | 2 |
| Inputs | 1 |
| Verification | 1 |
| Liability | 1 |
| Effort delta | 2 |
| Total | 7 / 10 |
The methodology and its thresholds are published in full.
FAQ
- Can AI create tasks from my emails?
- Partly. It can extract clear actions from email text and format them as tasks, but you must provide the messages or set up an approved connection to the inbox. Check each task against its source email before adding it to your work system.
- Can ChatGPT read my work emails and make a to-do list?
- It can make a to-do list from email text that you paste into the chat. It does not automatically have permission to read your work inbox, and you should remove confidential information that is not needed.
- Can AI assign tasks to people from emails?
- It can suggest an assignee when the email names that person clearly. It should not guess from job titles, email addresses or context, so confirm the owner before creating the task.
- How do I stop AI missing important tasks in emails?
- Give it complete threads and require an exact supporting sentence for every proposed task. Compare the output with the original inbox, review the messages it marked as having no clear task, and confirm uncertain items with the relevant colleague.
Nearby answers
Assessed by gpt-5.6-luna (gpt-5.6-luna) on 2026-08-13, second-checked by an independent model. Wrong somewhere? Email [email protected] and it gets re-checked.
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