A meeting can leave a long recording and conflicting recollections of what was agreed. Local AI can prepare a transcript, identify decisions and propose tasks. Preserve the difference between a suggestion and an actual commitment.
Establish recording rules first
Use only material the company is authorised to process. Decide who can access recordings, how long they remain available and who receives the minutes. Local hosting does not remove these organisational decisions.
Audio quality affects everything that follows. When voices overlap or a name is uncertain, expose that uncertainty. Leaving an owner unresolved is better than assigning a task to a random participant.
Example: a suggestion is not a decision
Someone says, “Perhaps we should ask for another offer”, then the discussion moves on. The assistant may list it as a question needing confirmation, not as an approved procurement task. A confirmed commitment that “Irina will send the table by Friday” has a different status.
Resolve relative dates against the meeting date. “Tomorrow” and “Friday” can become incorrect deadlines when an old recording is processed later. Preserve the original passage alongside the calculated date for review.
Produce an actionable draft
- Brief discussion topics and confirmed decisions. - Draft tasks with owners, dates and source references. - Open questions the recording cannot resolve. - An approval step before creating work-system tasks.
Keep automation boundaries explicit
An initial pilot can stop at minutes and drafts. Connect task creation separately and prevent duplicate processing of the same meeting. Measure missed decisions, incorrect owners and review time. Transcript length says little about quality: concise, accurate minutes are often more useful than a retelling of every contribution.