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Make application materials easier to review while keeping every hiring decision with people.

Illustrative idea, not a published runnable template. Grunt is prelaunch; live service is paused and live provider connections and outcomes remain unverified. The steps, providers, and outcomes below describe a concept.

For a recruiting team authorized to process applications, organize résumé text alongside documented, job-related criteria and prepare a review aid for the hiring team. Extraction and matching can omit context or reproduce bias, and a score must not decide who advances, receives an interview, or gets hired. Limit access and retention, exclude protected or sensitive traits from assessment, verify details with the original application, offer an appropriate correction path, and have trained reviewers consider each candidate fairly.

Actual availability depends on published steps, supported connections, permissions, and provider approval.

Illustrative workflow and outcome
An applicant’s résumé is submitted for a defined roleA permitted application file, a published job description, and approved recruiting reviewers
“Help reviewers organize applications without turning automated matching into a hiring decision.”
Work through the request.

Clear tasks, with review where it matters.

  1. Confirm application authority and role scope
  2. Extract relevant job-related details
  3. Compare against documented role criteria
See all 5 tasks
A restricted application review aid with source references, criteria notes, and recruiter verification status.

What this workflow could do

Helps a recruiting team organize résumé content against job criteria and prepare applicant information for review.

Review points proposed in this idea

Résumé extraction and criteria matching can be inaccurate or unfair. Do not automatically reject, rank, or select candidates; use job-related criteria only, protect applicant information, and require trained people to review the full application and make every hiring decision.

How the idea could work

Select an illustrative task to explore its proposed role. No workflow runs here.

Explore the sequenceStep 1 of 5
  1. Use submitted materials only for the hiring purpose and role described to the applicant.

Step 1 of 5

Confirm application authority and role scope

Use submitted materials only for the hiring purpose and role described to the applicant.

Proposed setup considerations

These are planning notes for the concept, not instructions for a currently available template.

  1. 01

    Define a lawful and transparent hiring purpose

    Document applicant notice, appropriate processing authority, and who may review applications.

  2. 02

    Use job-related, validated criteria

    Set consistent requirements and prohibit protected-characteristic assessment and automatic exclusion.

  3. 03

    Limit access, retention, and secondary use

    Protect résumés and review notes and use them only for the stated role and retention period.

  4. 04

    Assign trained human decision-makers

    Provide a correction path and require recruiters to review source materials before decisions.

Read the prelaunch status

Published templates and verified customer availability remain pending.

A little help with the whole task

A little less busywork.
A little more room for you.

Explore the sample experience while launch details are being finalized.

View pricing status Explore the simulation