Is 'ok' an agreement?

Sometimes. It depends on what it answers. A summary should cite both the request and the 'ok', so the reader sees what was accepted.

How does Insights decide if something was done?

Only from a later message. An item is fulfilled when a later message shows it, pending when a later message says it is still pending, and unclear otherwise.

Can I turn the list into tasks in another tool?

Yes. Copy the items from the briefing, or use the Markdown file of the conversation that comes with every order.

Extract Action Items from a WhatsApp Chat: Who, What, By When

Work gets agreed in WhatsApp and then forgotten. How to pull the action items out of a chat, with owner, deadline and status, and how to tell a real commitment from a passing 'sure'.

An Insights briefing with themes and agreements

“Can you send the revised quote by Friday?” “Sure.” That’s a task, an owner and a deadline, in two messages, between a photo of a cat and a voice note about lunch. Multiply that by a month of a project group and nobody knows any more what’s still owed.

What counts as an action item #

An action item has three parts:

what has to happen (send the quote, book the venue, pay the deposit);
who said they would do it;
by when, if a date or a relative deadline (“by Friday”, “after the inspection”) was given.

And one more that WhatsApp never shows: status. Was it done? The only reliable answer is a later message that says so: “sent”, “paid, here’s the receipt”, “booked for the 12th”.

Doing it by hand #

Search the chat for “can you”, “will”, “I’ll”, “by”, “deadline”, “tomorrow”, weekday names.
For each hit, note the request, the person who accepted, and the date.
Search for a confirmation later in the chat.
Keep the list in a table: task · owner · deadline · status · date of message.

Works for a short chat. In a long one you’ll miss commitments phrased differently, and anything agreed in a voice note.

With a briefing #

Zap2Doc Insights reads the whole export, voice notes included, and lists:

agreements: consequential decisions and promises, who agreed, the amount or deadline as written, and a status of fulfilled, pending or unclear;
requests: what someone asked for and the answer it got (or that no answer is shown);
schedule: meetings, deliveries and reschedules with when and where;
open points at the last message.

Each item cites the messages behind it, including the later message that shows it was done. A promise with no later confirmation stays unclear; the briefing doesn’t assume it was kept. Deadlines are copied as written, so “by Friday” stays “by Friday” instead of a guessed date.

Make the list useful #

Assign the unclear ones. Unclear doesn’t mean undone, it means nobody confirmed it in the chat. Ask.
Send the list back to the group. A short “here’s what I have, correct me” message fixes misunderstandings early.
Keep the source. When someone says “I never agreed to that”, the cited message is one tap away in the PDF.