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PEOPLE & PRIVACY · Workflow idea

Turn candidate-provided materials, job-related criteria, and tentative review notes into a clear starting point, not an unchecked decision.

Prepare candidate-provided materials, job-related criteria, and tentative review notes as a private review draft for an accountable owner. A score or summary can be inaccurate or biased and must not decide who advances or is hired. Give appropriate notice, use consistent job-related criteria, protect applicant records, avoid sensitive inferences, provide a correction route, and leave every employment decision with qualified people. Use only necessary, authorized information; explain retention; respect consent and source rights; verify material details; and keep external or consequential actions under accountable human approval.

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 request to review candidate-provided materials, job-related criteria, and tentative review notes
Produces
A source-linked draft of candidate-provided materials, job-related criteria, and tentative review notes, with uncertainty noted and no external or consequential action taken before human approval.
Category
People & hiring

01 / The starting point

A clear request.
A useful direction.

An authorized purpose, relevant source material, and an accountable reviewer

“Prepare a private review draft of candidate-provided materials, job-related criteria, and tentative review notes from authorized, necessary information.”
An example request · Make it specific to your team.

02 / The work

4 tasks.
One useful outcome.

Prepare candidate-provided materials, job-related criteria, and tentative review notes as a private review draft for an accountable owner.

  1. Confirm notice, consent, and fair purpose

    Explain how personal information is used and avoid unrelated or sensitive inferences.

  2. Check details with their source

    Verify identity, dates, context, and corrections before relying on a record.

  3. Treat scores and summaries as limited signals

    Do not turn an estimate or classification into a fact or judgment about a person.

  4. Keep consequential decisions with qualified people

    Require accountable human judgment and a practical way to correct inaccurate information.

03 / The result

Something useful.
Something to build on.

A source-linked draft of candidate-provided materials, job-related criteria, and tentative review notes, with uncertainty noted and no external or consequential action taken before human approval.

AmbactiWorkflow folio · 4 steps

Turn candidate-provided materials

People & hiring · Example outcome

The handoff

A source-linked draft of candidate-provided materials, job-related criteria, and tentative review notes, with uncertainty noted and no external or consequential action taken before human approval.

Keep in mind

A score or summary can be inaccurate or biased and must not decide who advances or is hired. Give appropriate notice, use consistent job-related criteria, protect applicant records, avoid sensitive inferences, provide a correction route, and leave every employment decision with qualified people.

04 / Make it yours

Set the brief.
Set the standard.

A few choices shape the work around your team.

Explain collection, access, and retention

Provide clear notice and practical ways to correct, withdraw, or delete personal information.

Use relevant and fair criteria

Exclude sensitive traits and review potential effects on individuals.

Restrict individual-level information

Share identifying details only with designated reviewers and minimize exports.

Require qualified review for decisions

Keep education, housing, employment, financial, and other consequential decisions with accountable people.

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