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PEOPLE & PRIVACY · Workflow idea

Give people a useful view of candidate-submitted application materials, published job criteria, and proposed review stages, with room to verify and correct.

For an authorized purpose, prepare a job-related comparison for a recruiter to assess alongside the full application. An advancement score can be biased or wrong and must not decide who gets an interview or job. Give appropriate notice and correction options, protect applicant records, apply consistent role-related criteria, avoid sensitive inferences, and require qualified people to make and document every employment decision. Explain personal-data use and retention, obtain required consent, respect source and reuse rights, verify important details, and keep external or consequential actions under explicit 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 permitted request about candidate-submitted application materials, published job criteria, and proposed review stages is ready for review
Produces
A private candidate-submitted application materials, published job criteria, and proposed review stages review draft with source checks, uncertainty notes, and human approval status.
Category
Reviews & approvals

01 / The starting point

A clear request.
A useful direction.

A defined purpose, authorized source material, and an accountable reviewer

“Prepare candidate-submitted application materials, published job criteria, and proposed review stages from permitted information for a person to review before any external or consequential action.”
An example request · Make it specific to your team.

02 / The work

4 tasks.
One useful outcome.

Prepare a job-related comparison for a recruiter to assess alongside the full application.

  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 choices with qualified people

    Require accountable human judgment and provide a route to correct inaccurate information.

03 / The result

Something useful.
Something to build on.

A private candidate-submitted application materials, published job criteria, and proposed review stages review draft with source checks, uncertainty notes, and human approval status.

AmbactiWorkflow folio · 4 steps

Review applicant advancement suggestions

Reviews & approvals · Example outcome

The handoff

A private candidate-submitted application materials, published job criteria, and proposed review stages review draft with source checks, uncertainty notes, and human approval status.

Keep in mind

An advancement score can be biased or wrong and must not decide who gets an interview or job. Give appropriate notice and correction options, protect applicant records, apply consistent role-related criteria, avoid sensitive inferences, and require qualified people to make and document every employment decision.

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 check for unfair effects on people.

Restrict individual-level information

Share identifying details only with designated reviewers and minimize exports.

Require qualified review for decisions

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

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Turn candidate-submitted resumes

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Start with your brief. Make the process your own.

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