VANKPA
The decision
Meeting assistance is useful when it produces reviewable decisions and actions, not just a longer summary. Define the intended output and the person responsible for confirming it. Keep uncertainty visible when an owner, deadline, or decision was not explicit.
In practice
A project discussion can contain suggestions that never became commitments. The workflow should distinguish a proposed action from an approved one. Ask the meeting owner to confirm material items before they enter the operating task system.
- Choose approved recording or note sources, review consent and access, and test several meeting types.
- Link actions back to the relevant context where appropriate.
- Measure corrected assignments and usable follow-through rather than treating summary generation as completion.
When to take the next step
Try assistance when the team already distinguishes decisions from discussion. Choose meetings with a named owner who can verify the resulting commitments before distribution.
Questions clients ask
Can AI assign deadlines that were not discussed?
It may suggest them, but suggestions should remain identifiable until a responsible person approves them.
Who approves the action list?
The meeting owner or another named reviewer who can confirm the commitments.