Can AI track who committed to what in a meeting?
Yes, and the useful version keeps four things per commitment: who said it, their exact words, the deadline, and the timestamp. Generic action-item lists drop all four and flatten “I’ll try to look at it” into a task. Keeping the wording is what makes a soft promise visible as soft.
Why the exact wording is the whole feature
Commitments are made in hedged language, and the hedge is the information. “I will send it Thursday” and “I will try to get to that at some point” become identical rows in a task list, but they predict completely different outcomes. Donna records commitments verbatim with owner, action and deadline, and explicitly flags vague deadlines — soon, next week, at some point — as soft. That flag is the difference between a to-do list and a forecast.
Commitments only matter across meetings
One meeting’s promises are a checklist. The same promise appearing in three consecutive meetings is a finding, and no single-session tool can see it. Donna persists commitments and carries the open ones into every subsequent report, so “this is the third time this has been promised” is a sentence the report can actually contain, with the dates behind it. A ledger view tracks each item until it is kept.
Attribution has to be real for any of this to hold
A commitment ledger is only as trustworthy as its speaker names. Tools that label segments Speaker 1 and Speaker 2 cannot assign ownership; tools that guess from voice fingerprints get confident and wrong. Donna reads the meeting platform’s own caption stream, which carries the participants’ real names, and attributes each transcript segment from it — so ownership in the ledger comes from the meeting, not from an inference.
Related questions
What happens when someone commits on behalf of someone else?
It is recorded as spoken, with the speaker and the named owner both visible in the quote. Volunteering an absent colleague is a real pattern, and keeping the wording is what makes it visible.
Can I see everything still outstanding across all meetings?
Yes — the receipts ledger lists open commitments across meetings with their source, and each new report brings the still-open ones back into view.
Does it push tasks into Jira or Asana?
Not today. Reports export as Markdown or PDF and can be shared by link or email, which is how most teams move receipts into whatever tracker they already run.
Put Donna in your next meeting
Access is open — sign in with your Google account and she’s in your dashboard in minutes. Rolling out to a whole team, or want a hand with the server setup? We’re glad to help.