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ASSISTED INFORMATION · Workflow idea

Make information easier to work with, whatever form it arrives in.

For a team offering an approved digital assistant, help authorized users work with text, voice recordings, images, and documents. Responses may draw on public sources, supplied documents, or calculations, so preserve source context, flag uncertainty, and ask a qualified person to verify important claims. Explain how submitted material is handled, limit access and retention, and require permission before using or sharing personal recordings or files.

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
An authorized user submits a question or file
Produces
A response or follow-up draft with relevant source context, limitations, and review options.
Category
Reviews & approvals

01 / The starting point

A clear request.
A useful direction.

A disclosed service, permitted user submissions, and approved reference material

“Help with varied information while protecting submitted content and avoiding unsupported answers.”
An example request · Make it specific to your team.

02 / The work

5 tasks.
One useful outcome.

Helps a user ask questions using text, recordings, images, or documents and receive a response informed by selected references or public research.

  1. Check the user’s request and submitted material

    Confirm the user is authorized to share the content and identify sensitive or unsupported requests.

  2. Review extracted text or visual details

    Compare important names, figures, and context with the original recording, image, or document.

  3. Ground answers in approved information

    Use relevant references and public sources, and say when evidence is missing or uncertain.

  4. Protect personal content and access

    Limit file visibility, avoid unnecessary copies, and follow the stated retention purpose.

  5. Review important responses before use

    Have an appropriate subject-matter owner verify factual, safety-related, or high-impact guidance.

03 / The result

Something useful.
Something to build on.

A response or follow-up draft with relevant source context, limitations, and review options.

AmbactiWorkflow folio · 5 steps

Review a multi-format assistant response

Reviews & approvals · Example outcome

The handoff

A response or follow-up draft with relevant source context, limitations, and review options.

Keep in mind

Transcription, image interpretation, document retrieval, and research may be incomplete or wrong. Get appropriate permission for submitted material, protect sensitive files, cite or show relevant sources, and verify consequential information with a qualified person before relying on it.

04 / Make it yours

Set the brief.
Set the standard.

A few choices shape the work around your team.

Explain what users may submit

Describe permitted content, processing purpose, audience, and any limits on sensitive material.

Set source and uncertainty standards

Require evidence for important claims and a clear response when information cannot be verified.

Restrict files and conversation records

Limit access and retention to what the service needs, with a way to correct or remove content.

Define human escalation for sensitive requests

Route consequential, private, or unclear matters to a qualified person rather than relying on an automated answer.

Put your next idea to work.

Start with your brief. Make the process your own.

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