AI at work

Turn Meeting Notes into Action Items Without Inventing Owners or Dates

A person's name in a meeting note does not necessarily make them the task owner. “Ask Tanaka” may be Sato's action. A reliable follow-up list distinguishes decisions, proposals, cancellations and unresolved assignments.

The meeting and names below are fictional teaching material. The completed table is an edited answer key, not a transcript-processing benchmark.

Eight notes, four different kinds of information

Assume the meeting took place on 5 October 2026.

M1: Agreed to use the latest price list in the proposal.
M2: Yamada will share the candidate-service list by 7 October.
M3: Can the demo environment be ready by Friday? Its availability needs checking first.
M4: Sato will ask Tanaka whether a legal consultation is possible. No deadline set.
M5: The customer plans an internal review next week; the date has not been obtained.
M6: The comparison-table update is not needed this time. The earlier request is withdrawn.
M7: No owner for replacing the price list was assigned in this meeting.
M8: Set the next meeting after the customer's reply.

Friday in M3 is a question, not an agreed due date. M5 describes the customer's plan, not a task assigned to your team. M6 reverses an earlier request. These distinctions matter more than making the minutes sound polished.

Extract before composing an email

Organize the notes into:
1. Agreed decisions
2. Actions: task, owner, person to consult, deadline, supporting note number
3. Items requiring confirmation
4. Withdrawn work
Do not infer ownership from a name alone.
Do not turn a question into a deadline or the customer's plan into our action.
Keep missing owners and dates unconfirmed.
Merge genuine duplicates but retain supporting note numbers.
If notes conflict, show the conflict rather than silently choosing one.
Meeting date: 5 October 2026.
[Paste M1–M8.]

An answer that preserves what was actually agreed

The decision is to use the latest price list. Assigning the replacement is still unresolved.

Action Owner Consult Due Evidence
Share the candidate-service list Yamada Not applicable 7 October M2
Ask whether legal consultation is possible Sato Tanaka Not set M4
Replace the proposal's price list Unconfirmed Unconfirmed Unconfirmed M1, M7

The confirmation list contains demo availability, demo owner and timing; price-list owner and timing; the customer's review date; and the next meeting date. Friday remains a proposed point to check, not a confirmed task deadline. The comparison-table update belongs under withdrawn work, supported by M6.

An “unconfirmed” cell is useful information at this stage. Filling every cell would make the table look more complete while making it less accurate.

Correct the row, not the whole document

M4 assigns the checking action to Sato. Tanaka is the person to consult.
Correct only the owner and consultation fields in that row.
Do not change the other tasks or deadlines.

Similarly, a draft saying “Prepare the demo by 9 October” should be corrected to a confirmation item, because M3 asks a question. The calendar can resolve which date Friday means, but it cannot create an agreement that the meeting never made.

Add new agreements explicitly, then write the follow-up

Suppose a later check establishes that Takahashi will replace the price list by 8 October. This is new information, not something extracted from the original notes. Update the evidence record before writing:

Yamada will share the service list by 7 October. Following confirmation after the meeting, Takahashi will replace the price list by 8 October. Sato will ask Tanaka about legal consultation; the deadline remains open. Demo readiness and the next meeting date still need confirmation. The earlier comparison-table update has been withdrawn.

Before forwarding externally, check whether internal names and deliberations should be included. An acceptable internal follow-up is not automatically an acceptable customer email.

Repeat the same checks for the next meeting

Prompt Ready helps prepare the instruction for organizing notes; it is not the recording or transcription stage. Include the actual notes and conditions such as “owner and consulted person are different fields” and “withdrawn work must not reappear.” Review the request before pasting it into an authorized AI service. Keep the note numbers until the people responsible have confirmed the assignments.