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PEOPLE & PRIVACY · Workflow idea

Review job-related role criteria, permitted public work samples, and proposed candidate summaries with the source, context, and next decision in view.

For authorized work involving job-related role criteria, permitted public work samples, and proposed candidate summaries, prepare source-linked candidate information for a recruiter to review against consistent role requirements. Public activity is incomplete and may not reflect a person’s skills or current interest; scores can encode bias. Give clear notice, use job-related criteria, respect source terms, minimize and correct personal data, and leave every employment decision and candidate contact to qualified people. Explain information use and retention, obtain required consent, respect source and reuse rights, verify important details, and keep external or consequential actions under 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 job-related role criteria, permitted public work samples, and proposed candidate summaries is ready for review
Produces
A private job-related role criteria, permitted public work samples, and proposed candidate summaries review draft with source checks, uncertainty notes, and human approval status.
Category
People & hiring

01 / The starting point

A clear request.
A useful direction.

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

“Prepare job-related role criteria, permitted public work samples, and proposed candidate summaries 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 source-linked candidate information for a recruiter to review against consistent role requirements.

  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 private job-related role criteria, permitted public work samples, and proposed candidate summaries review draft with source checks, uncertainty notes, and human approval status.

AmbactiWorkflow folio · 4 steps

Review engineering candidate research

People & hiring · Example outcome

The handoff

A private job-related role criteria, permitted public work samples, and proposed candidate summaries review draft with source checks, uncertainty notes, and human approval status.

Keep in mind

Public activity is incomplete and may not reflect a person’s skills or current interest; scores can encode bias. Give clear notice, use job-related criteria, respect source terms, minimize and correct personal data, and leave every employment decision and candidate contact to 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 employment, health, financial, housing, and other consequential decisions with accountable people.

Keep exploring

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Put your next idea to work.

Start with your brief. Make the process your own.

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