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CONVERSATION SUPPORT · Workflow idea

Give people a helpful place to ask questions by voice or text.

Offer a conversational way to send written or spoken questions and receive a response that takes recent conversation context into account. Keep personal information to a minimum, make the limits clear, and direct sensitive or high-impact requests to a person who can verify the details and decide what happens next.

Make it yours See how it works ↓
A Roman aqueduct taking shape from architectural sketch to marble.
A little structure. A clearer outcome.
Starts with
Written or spoken question
Produces
A response grounded in approved information and recent context, with unresolved questions and possible actions held for human review.
Category
Reviews & approvals

01 / The starting point

A clear request.
A useful direction.

A message from an approved user in a conversation the organization has chosen to support

“Understand a question, prepare a useful response from approved information, and hand sensitive, uncertain, or consequential requests to a person.”
An example request · Make it specific to your team.

02 / The work

5 tasks.
One useful outcome.

Helps people ask routine questions naturally and gives a support team a consistent way to handle follow-up.

  1. Confirm who may use the assistant

    Define the intended audience and do not treat an unknown or unauthorized person as entitled to private information.

  2. Understand written and spoken questions

    Use the recent conversation only when relevant and ask for clarification when a request or its meaning is uncertain.

  3. Prepare an answer from approved information

    Keep responses within reviewed sources and clearly identify when the information does not answer the question.

  4. Route sensitive or high-impact topics

    Bring requests involving personal records, account access, money, safety, or significant decisions to an appropriate person.

  5. Review actions and outgoing messages

    Require a human to verify the information, exact message, recipient, and intended change before anything consequential is sent or changed.

03 / The result

Something useful.
Something to build on.

A response grounded in approved information and recent context, with unresolved questions and possible actions held for human review.

AmbactiWorkflow folio · 5 steps

Review a conversational assistant

Reviews & approvals · Example outcome

The handoff

A response grounded in approved information and recent context, with unresolved questions and possible actions held for human review.

Keep in mind

Conversation history and voice messages may include personal or confidential details, and a response can be mistaken or incomplete. Restrict access, minimize retention, verify important answers against approved sources, and require a person to review sensitive guidance, external messages, or consequential changes before they proceed.

04 / Make it yours

Set the brief.
Set the standard.

A few choices shape the work around your team.

Choose the audience and approved information

Define who can ask questions, which reviewed material may inform responses, and what must remain private.

Set conversation privacy and retention

Explain how text, voice, and recent context are handled, who may review them, and when they are removed.

Define human handoff boundaries

Name the topics that require a person and assign the people responsible for taking over a conversation.

Test unclear, sensitive, and consequential questions

Check examples where context is missing or an action is requested and confirm the assistant pauses for a human reviewer.

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Start with your brief. Make the process your own.

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