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RECRUITING DOCUMENT REVIEW · Workflow idea

Reduce manual resume data entry while keeping hiring decisions human.

Organize candidate-provided resume text into a structured draft of names, contact details, skills, and education. Tell candidates how their information is used, restrict access and retention, verify each field against the original, and do not rank, screen out, or make employment decisions from extracted data.

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 authorized hiring process
Produces
A structured candidate-information draft linked to the original resume for recruiter verification.
Category
People & hiring

01 / The starting point

A clear request.
A useful direction.

A resume the candidate provided for a specific role or recruitment purpose

“Make relevant resume details easier to review without changing or evaluating the candidate automatically.”
An example request · Make it specific to your team.

02 / The work

5 tasks.
One useful outcome.

Helps recruiting teams organize selected resume details into a consistent review format.

  1. Confirm the candidate and recruitment purpose

    Check that the resume was submitted for a legitimate, identified hiring process.

  2. Extract only approved job-related fields

    Organize candidate-provided details without inferring protected or unrelated attributes.

  3. Keep the original resume available

    Preserve the source so a recruiter can compare every important detail.

  4. Verify names, skills, and education

    Check extraction accuracy and flag missing or ambiguous information.

  5. Use only as a recruiter aid

    Do not rank or reject candidates automatically; have a trained recruiter assess qualifications.

03 / The result

Something useful.
Something to build on.

A structured candidate-information draft linked to the original resume for recruiter verification.

AmbactiWorkflow folio · 5 steps

Reduce manual resume data entry while keeping hiring decisions…

People & hiring · Example outcome

The handoff

A structured candidate-information draft linked to the original resume for recruiter verification.

Keep in mind

Resumes contain sensitive personal information, and extraction may omit or misread qualifications. Use only job-related fields, provide appropriate candidate notice, limit access and retention, and keep selection decisions with trained people using consistent, lawful criteria.

04 / Make it yours

Set the brief.
Set the standard.

A few choices shape the work around your team.

Set candidate notice and access rules

Explain the purpose and restrict resume data to authorized recruiting staff.

Define job-related fields only

Exclude sensitive attributes and avoid unsupported inferences.

Protect files and set deletion periods

Apply the organization’s candidate-data retention policy.

Require recruiter verification

Keep accuracy checks and all hiring decisions with trained human reviewers.

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