Read the conversation
Review the relevant transcript excerpt and the speaker attribution. Check whether a statement describes a commitment, an idea, or a question that still needs an answer.
Meeting Intelligence
Leave the meeting with the next step.
Review proposed tasks, owners and dates next to the conversation that produced them.
ACDFMC+1
Illustrative workspace · interactive demonstration
Read the original context
Jump from a proposed task to its transcript excerpt.
ENG-284Linked context
Confirm each commitment
Accept, edit or dismiss suggestions before adding them to work.
Review the range
Keep ownership clear
Treat an unspoken owner or deadline as unknown.
Ready for reviewHuman approval
A practical workflow
Turn a discussion into an owned next step.
The useful output of a meeting is a decision people can inspect and act on. Keep the original conversation close to the proposed work.
Confirm the proposal
Inspect the suggested task, owner and due date. Accept a clear commitment or dismiss an irrelevant suggestion. Unspoken details should remain open for confirmation.
Carry the decision forward
Keep accepted work connected to the project and its planning discussion. Confirm the assignment with the owner before treating a proposal as a new delivery commitment.
A connected working example
Keep the action and its reason together.
In the release-readiness example, a short conversation produces candidate follow-up tasks. You can compare each proposal with the transcript and accept or dismiss it directly in the demonstration.
Use the same context in the next project question. A cited decision is easier to revisit when scope changes than a task that arrived with no explanation of why it exists.
ACDFMC+1
Illustrative workspace · interactive demonstration
Inside the approach
How the model works.
Extraction identifies candidate commitments in a transcript. Dates and owners are suggestions until reviewed. Record meetings only with the consent and permissions your organization requires.
Methodology and evaluation01Conversation
02Proposed tasks
03Human approval
Before you move forward
A commitment needs more than a verb.
| Review | What to look for |
|---|---|
| Consent | Use conversations you have permission to record and process. Confirm the requirements that apply to your team. |
| Attribution | Check who made the statement and whether they accepted responsibility. |
| Date | Distinguish a discussed target from an agreed deadline. Confirm relative dates against the meeting date. |
| Review | Accept only proposals that preserve the intended meaning. Dismiss ideas that do not belong in the action queue. |
Questions & answers
A few useful answers.
Does accepting a demo task create real work?
It updates the fictional meeting demonstration. It does not add a task to a customer workspace or a third-party system.
Can it assign an owner from context alone?
An inferred owner is a suggestion to review. If responsibility was not stated clearly, confirm it with the team before assigning the work.
What should a team prepare for setup?
Bring the meeting workflow, recording permissions, transcript source and review policy. Discuss supported inputs and available actions with the Stark team.
Ship what you promised.
Bring the plan, the work and the next decision together.