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CANDIDATE REVIEW SUPPORT · Workflow idea

Make application details easier to review without turning a score into a hiring decision.

For an authorized hiring process, extract information from a candidate’s submitted resume and compare it with a current job profile. Treat match notes or scores as fallible aids, preserve the source for comparison, and exclude sensitive or unrelated personal attributes. Restrict applicant data, provide an appropriate notice, and require a recruiter to verify the summary and make every decision about progression or communication.

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 candidate submits a resume for an open role
Produces
A role-linked application summary with source details and recruiter review status.
Category
Reports & insights

01 / The starting point

A clear request.
A useful direction.

An authorized recruiting inbox and a current job profile approved for the role

“Prepare a criteria-based resume summary without making an automated hiring decision.”
An example request · Make it specific to your team.

02 / The work

5 tasks.
One useful outcome.

Helps recruiting teams organize resume information and compare it with a job profile for review.

  1. Confirm the role profile and review purpose

    Use the current approved requirements and candidate information for this role.

  2. Extract relevant education and experience

    Keep source references and flag unclear or missing details.

  3. Prepare a requirement-by-requirement summary

    Show evidence and uncertainty rather than relying on a single score.

  4. Check accuracy and fairness with a recruiter

    Compare the summary with the full resume and correct any omissions.

  5. Approve decisions and candidate messages

    Keep progression, rejection, and contact decisions with an authorized person.

03 / The result

Something useful.
Something to build on.

A role-linked application summary with source details and recruiter review status.

AmbactiWorkflow folio · 5 steps

Prepare job-criteria resume summaries

Reports & insights · Example outcome

The handoff

A role-linked application summary with source details and recruiter review status.

Keep in mind

Automated extraction and relevance scores can omit qualifications or reproduce bias. Use transparent, job-related criteria, protect candidate data, avoid sensitive attributes, and have a recruiter inspect the original materials and decide next steps.

04 / Make it yours

Set the brief.
Set the standard.

A few choices shape the work around your team.

Maintain current, job-related criteria

Have role owners review requirements for relevance and consistent use.

Set candidate notice and data access

Explain processing and restrict records to authorized hiring staff.

Exclude sensitive personal characteristics

Prevent unrelated or protected information from affecting summaries.

Require recruiter review for every outcome

Do not automatically rank, advance, reject, or contact applicants.

Keep exploring

Organize candidate information for review

Organize role-related résumé details and assessment notes for recruiters, while leaving every candidate evaluation and hiring decision to people.

Put your next idea to work.

Start with your brief. Make the process your own.

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