DOCUMENT QUESTION REVIEW · Workflow idea

Find useful answers in shared documents while keeping access and uncertainty visible.

For documents a user is authorized to consult, organize an approved collection and prepare answers with citations to relevant passages. Preserve original access rules, check document ownership and freshness, distinguish source statements from interpretation, say when evidence is missing or conflicting, and route consequential or unresolved questions to a qualified person.

A Roman aqueduct taking shape from architectural sketch to marble.
A little structure. A clearer outcome.
Starts with
An authorized employee asks a document-based question
Produces
A cited response with relevant document passages, dates, limitations, and escalation guidance.
Category
Reviews & approvals

01 / The starting point

A clear request.
A useful direction.

A permitted question and a collection of documents cleared for that audience

“Find a source-grounded answer without inventing facts, exposing restricted material, or replacing expert judgment.”
An example request · Make it specific to your team.

02 / The work

5 tasks.
One useful outcome.

Helps people search an approved document collection and locate passages relevant to a question.

  1. Confirm the user may access the collection

    Apply the same document permissions that govern direct access.

  2. Check source ownership and review dates

    Prefer current, approved documents and flag outdated material.

  3. Find passages relevant to the question

    Keep document titles, page references, and source links visible.

  4. Prepare a cited answer with limitations

    Say when sources do not answer the question or disagree.

  5. Escalate consequential or unresolved questions

    Route policy, legal, medical, financial, and safety decisions to a qualified person.

03 / The result

Something useful.
Something to build on.

A cited response with relevant document passages, dates, limitations, and escalation guidance.

AmbactiWorkflow folio · 5 steps

Ask questions of approved knowledge

Reviews & approvals · Example outcome

The handoff

A cited response with relevant document passages, dates, limitations, and escalation guidance.

Keep in mind

Documents may be stale, incomplete, or restricted to a different audience, and a plausible response may still be wrong. Enforce access rules, cite the source, surface uncertainty, protect questions and files, and require qualified review for high-impact decisions.

04 / Make it yours

Set the brief.
Set the standard.

A few choices shape the work around your team.

Map collections to authorized audiences

Keep restricted documents available only to approved groups.

Set document review and removal rules

Remove obsolete or unapproved material from active collections.

Require citations and uncertainty notes

Make evidence and limitations part of every prepared answer.

Protect questions and conversation records

Limit access and retention to approved purposes.

Keep exploring

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Start with your brief. Make the process your own.

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