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BUSINESS DATA EXPLORATION · Workflow idea

Ask better questions of your business data—and review before anything changes.

Let an authorized teammate ask questions about approved business records and receive readable summaries, multiple measures, and chart suggestions. When a question implies adding or changing a record, prepare the proposed update for the data owner to inspect. Keep edits, financial actions, and changes to access on hold until a responsible person approves the exact change and its impact.

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
A teammate has a question about business data
Produces
A readable answer with relevant measures or charts, plus any proposed record changes held for owner approval.
Category
Reviews & approvals

01 / The starting point

A clear request.
A useful direction.

A request from someone authorized to consult the selected business records

“Prepare source-grounded answers, useful measures, and visual summaries, with human review before any record edit or consequential action.”
An example request · Make it specific to your team.

02 / The work

5 tasks.
One useful outcome.

Helps teams explore business information through everyday questions and reviewable summaries, while keeping edits and consequential decisions with people.

  1. Confirm the requester and data scope

    Check that the teammate is allowed to consult the selected records and that the question fits the approved purpose.

  2. Prepare an answer with useful measures

    Summarize relevant information and distinguish calculated results from assumptions or missing data.

  3. Create a chart when it helps

    Present selected measures in a clear visual that keeps labels, dates, and definitions available.

  4. Review a proposed record change

    Show the exact record, fields, and before-and-after values so an authorized owner can assess the impact.

  5. Approve edits and consequential actions

    Apply no record edit, account or access change, financial action, public share, or external message until the responsible person approves the exact action.

03 / The result

Something useful.
Something to build on.

A readable answer with relevant measures or charts, plus any proposed record changes held for owner approval.

AmbactiWorkflow folio · 5 steps

Explore business data and review proposed edits

Reviews & approvals · Example outcome

The handoff

A readable answer with relevant measures or charts, plus any proposed record changes held for owner approval.

Keep in mind

An answer may use the wrong definition, omit context, or expose restricted records, while an edit can change important business information. Limit access by role, check important results against approved records, show proposed changes before applying them, and require the data owner’s explicit approval for each edit. External messages, public sharing, financial actions, and consequential account or access changes also require human approval.

04 / Make it yours

Set the brief.
Set the standard.

A few choices shape the work around your team.

Choose approved records and permitted users

Define which business information is in scope and who may ask questions about it.

Set measures and chart expectations

Document the meaning of important fields and measures, along with preferred ways to show results.

Restrict edits and sensitive information

Set read and change permissions by role and keep restricted records out of answers for unauthorized users.

Assign data owners and action approvers

Name who verifies answers and who must approve record edits, access changes, public sharing, messages, and financial actions.

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