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PEOPLE & PRIVACY · Workflow idea

Make candidate-submitted applications, published role criteria, and proposed assessment steps easier to review before anyone acts.

For an authorized purpose, prepare a role-specific candidate summary and optional assignment for recruiter review. Automated scores can reproduce bias or misread experience and must not decide who advances or is hired. Give candidates clear notice, use consistent job-related criteria, protect application records, provide a correction route, and require a qualified recruiter to approve every assessment and assignment. Explain information use and retention, honor consent and source rights, verify important details, and keep external or consequential actions paused until a person approves them.

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
Starts with an authorized request, schedule, or source update
Produces
A review-ready draft about candidate-submitted applications, published role criteria, and proposed assessment steps, with source checks, uncertainty, and human approval kept visible.
Category
People & hiring

01 / The starting point

A clear request.
A useful direction.

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

“Prepare candidate-submitted applications, published role criteria, and proposed assessment steps for review using only information the requester is authorized to use.”
An example request · Make it specific to your team.

02 / The work

4 tasks.
One useful outcome.

Prepare a role-specific candidate summary and optional assignment for recruiter review.

  1. Confirm notice, consent, and fair purpose

    Explain personal-information use 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 as limited signals

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

  4. Keep consequential choices with people

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

03 / The result

Something useful.
Something to build on.

A review-ready draft about candidate-submitted applications, published role criteria, and proposed assessment steps, with source checks, uncertainty, and human approval kept visible.

AmbactiWorkflow folio · 4 steps

Review candidate screening and assignments

People & hiring · Example outcome

The handoff

A review-ready draft about candidate-submitted applications, published role criteria, and proposed assessment steps, with source checks, uncertainty, and human approval kept visible.

Keep in mind

Automated scores can reproduce bias or misread experience and must not decide who advances or is hired. Give candidates clear notice, use consistent job-related criteria, protect application records, provide a correction route, and require a qualified recruiter to approve every assessment and assignment.

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.

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Start with your brief. Make the process your own.

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