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HR & Recruiting medium to set up

CV Processing with Human Approval

AI summarizes incoming CVs and emails them to hiring managers for instant approval or rejection.

Verified 2026-07-07

HR-Recruiting

What it does

You get instant summaries of incoming CVs sent straight to your inbox for quick approval or rejection. With built-in action buttons in every email, you can review candidates and make hiring decisions immediately without manual processing delays.

How it works

When it runs
Triggered by an event · Manual · on new application
How hands-off
Assists you, you do the final step
Setup
An afternoon · about an afternoon
Works with
AI Agent, Email

Tools that fit

LLM

AI Agent : Summarize CV text

Services

Email : Send summary and approval buttons

Watch out for

Seen in the wild

Want this running in your business?

This is what I do. I design and build AI agents like this one, and keep them running. If you want it set up for your team instead of doing it yourself, get in touch.

Get in touch

Who it's for

Built for HR and recruiting teams who need a repeatable first pass, not a one-off.

Frequently asked questions

Who is this for?

HR and recruiting teams, or anyone doing hr & recruiting work who wants this handled automatically rather than manually.

How long does it take to set up?

An afternoon: plan for about an afternoon to get it running end to end.

Related use cases

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