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Make application details easier to review while keeping hiring decisions human.

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 applications received through an organization’s disclosed hiring process, organize resume details and compare them with job-related requirements selected by the hiring team. Treat extracted information and any fit summary as fallible, use consistent criteria, protect candidate data, provide a correction and accommodation path, and never reject or advance a person solely on an automated score; a qualified recruiter must assess each application.

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

Illustrative workflow and outcome
A candidate submits an application for a listed roleCandidate-provided application materials and current, job-related selection criteria
“Help recruiters find relevant evidence without making an opaque or automated employment decision.”
Work through the request.

Clear tasks, with review where it matters.

  1. Confirm the role and selection criteria
  2. Organize candidate-provided details
  3. Compare evidence with stated requirements
See all 5 tasks
An organized application summary with supporting resume details, uncertainties, and recruiter review status.

What this workflow could do

Helps a recruiting team organize resume information beside the requirements for a selected role.

Review points proposed in this idea

Resume formats and career histories differ, and extraction or scoring can introduce unfair errors. Use validated, job-related criteria, do not infer protected traits, protect candidate information, offer a way to correct errors or request accommodation, and leave all hiring decisions to trained people.

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 current requirements that are necessary for the job and approved by the hiring team.

Step 1 of 5

Confirm the role and selection criteria

Use current requirements that are necessary for the job and approved by the hiring team.

Proposed setup considerations

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

  1. 01

    Explain candidate data use and retention

    Tell applicants how materials are handled, who reviews them, and when they are removed.

  2. 02

    Set validated job-related criteria

    Review requirements for relevance, consistency, and potential adverse impact.

  3. 03

    Provide correction and accommodation paths

    Make it possible to correct extracted information and request an accessible review.

  4. 04

    Keep hiring decisions with trained staff

    Use summaries as administrative support and require human review at each decision point.

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.

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