AI meeting assistants: what to check beyond the transcript

Decide which meetings need an assistant

Separate internal planning, customer discussions and sensitive conversations. They may need different capture and sharing policies. Name the person responsible for explaining the proposed use to attendees and applying the organisation’s requirements. A product setting is only one part of that decision.

For a fictional agency, a weekly delivery call may benefit from a draft action list. An informal conversation about a colleague’s personal circumstances may be outside the approved scope. Starting with a defined meeting type keeps the pilot understandable and avoids treating every calendar event as material for automatic capture.

Distinguish the transcript from the recap

Microsoft’s recap guidance separates meeting records and intelligent recap features, with entitlement and access conditions. It also warns that generated material can be inaccurate. Do not assume that access to a recording includes every AI feature, or that all invited people can open every recap artifact.

List the required outputs: searchable transcript, summary, decisions, action owners or a handover into a project tool. Ask the supplier to demonstrate each output in the proposed plan. A feature name such as meeting intelligence does not establish which of these records the team actually receives.

Test the vocabulary your team uses

Use a short, permitted sample meeting with product names, similar-sounding people’s names, dates and a changed decision. Include a participant correcting an earlier statement. Review both the transcript and the final summary so you can see where an error entered the process.

For the agency, the difference between prepare a proposal and approve a proposal matters. Have a human reviewer identify the decision, owner and due date. Measure how long correction takes. Avoid presenting the result from one controlled call as a universal accuracy score across accents, languages and noisy environments.

Inspect capture and sharing controls

Zoom’s meeting-summary documentation describes host and co-host controls and sharing through configured channels. It also explains that meeting summary uses speech-to-text data. Verify the actual start and stop behaviour in the account you will use, including what happens when the feature is enabled partway through a call.

Check an internal attendee, an external guest and somebody who missed the meeting. Inspect what each can open and whether recipients can redistribute the output. A summary delivered by email creates a different practical distribution path from a restricted record opened inside the meeting platform.

Write a review and retention workflow

Do not assume deleting one artifact removes every related record. The selected product may maintain separate summaries, recordings, transcripts or other generated material. Ask for a documented deletion path and test it with a harmless sample. Record where the approved final action list belongs so colleagues do not continue working from an unreviewed draft.

Check the handover into the task system

A useful demonstration follows one reviewed action into the place where work is assigned. Confirm the owner receives the right context and can correct the due date. Then change the action in the meeting record and inspect whether the task is updated or becomes a separate copy. If synchronisation is absent, define which record is authoritative and who reconciles differences. A summary that looks complete in the meeting application can still leave the next team without an actionable assignment.

Buy the handover your team can maintain

Compare licence requirements, meeting limits where applicable, administration and reviewer effort. Include the cost of correcting important output. An assistant that saves transcription effort but distributes ambiguous responsibilities has not completed the operational job.

Research the Zoom and Microsoft Teams profiles alongside the AI pilot guide. Choose a narrow pilot and a named reviewer before expanding capture across the organisation. The strongest evidence is a meeting record your team can safely use for the next piece of work.

Frequently asked questions