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HRUpdated 2026-07-06

Resume screening and shortlists

Ceven summarizes each application against criteria a person sets and drafts a shortlist, while every screening decision stays with a human.

Why the first pass through applications is a grind

A popular role can draw hundreds of applications, and every one still deserves a fair first read. In practice that means a recruiter opening resume after resume in Greenhouse or Lever, holding the role's must-haves in their head, and trying to apply the same standard to the last application as to the first. Fatigue sets in, the criteria drift, and the review slows to a crawl exactly when speed matters to candidates waiting to hear back. Strong applicants can get lost in the volume while the reviewer is worn down by the repetition. The work is high-stakes and high-volume at once, which is the hardest combination to do consistently by hand.

How the workflow summarizes against your criteria

You set the criteria for the role in plain language, the specific skills, experience, and qualifications that matter, and Ceven builds a workflow that reads each application in Greenhouse, Lever, or Ashby and summarizes it against exactly those criteria. For every candidate, AI steps produce a plain summary that shows how the application lines up with each requirement and points to the evidence in the resume, so the reviewer sees the reasoning rather than an opaque score. Ceven drafts a shortlist of the applications that best match the stated criteria and organizes the rest with the same transparent notes, so nobody is discarded silently. It keeps the pipeline in sync with your applicant tracking system and, where you use Workday for downstream steps, reads and organizes around it rather than replacing it. Progress and the drafted shortlist are shared with the hiring team in Slack so the review is collaborative, and candidate communication is drafted in Gmail for a person to send. The reviewer gets a consistent, criteria-based first pass that speeds the read without making any judgment for them.

Every decision stays with a person

Ceven never rejects a candidate, never advances one, and never sends candidate email on its own. It summarizes and it shortlists against the criteria a human set, and every one of those outputs is a proposal a person reviews, adjusts, and decides on. The reviewer can reorder the shortlist, pull in someone the summary ranked lower, override the reasoning, or throw the draft out entirely, because the hiring decision belongs to the hiring team and nowhere else. When the reviewer approves how the pool is handled, Ceven proceeds with only the steps they authorized and writes a row to the audit trail recording the criteria used, the summaries produced, who reviewed them, and what they decided. That transparent, exportable record supports a fair and consistent process and makes the basis of each shortlist reviewable later. The design keeps the human firmly in charge of who moves forward while removing the mechanical part of the read.

Setting it up for a fair first pass

You can start free with no credit card and connect the tools your hiring already runs on, from Greenhouse, Lever, and Ashby to Workday, Gmail, and Slack. Describe the role and the criteria that matter, and Ceven builds the workflow across its library of more than a thousand tools so the screen reflects your standard rather than an off-the-shelf filter. The same foundation connects to candidate sourcing upstream and interview scheduling coordination and new hire onboarding downstream, so a shortlisted candidate flows into the next step once a person advances them. Every screen stays visible in the audit trail, giving the team a clear record of the criteria and the reasoning behind each shortlist.

Frequently asked

Does Ceven reject candidates or make hiring decisions?

No. Ceven summarizes applications against the criteria you set and drafts a shortlist, and a person makes every decision. It never rejects a candidate, advances one, or sends candidate email without a human approving it.

Which hiring tools does it work with?

Ceven connects across more than a thousand tools, including Greenhouse, Lever, Ashby, Workday, Gmail, and Slack, so it fits the applicant tracking and communication tools you already use.

Is the screening fair and reviewable?

Each summary is measured against the criteria a human set and shows the evidence behind it, not an opaque number, and every run is written to an exportable audit trail. Ceven is not the system of record; it runs the workflow around your existing hiring tools.

Can we set the criteria ourselves?

Yes. You define the skills, experience, and qualifications that matter in plain language, and Ceven summarizes and shortlists against exactly those, so the standard is yours and a person still decides on every candidate.

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