AI CV Screening Copilot

Recruiters spend hours reading each resume and manually searching for background context, often worrying they missed a top candidate on a second skim. When a candidate submits their resume via the career portal, this copilot extracts key fields (name, skills, experience, education), enriches the profile with web search and Apollo, then drafts a structured screening summary with a suitability score and a suggested next step. You review a consistent, evidence-backed record instead of reading every CV from scratch - screening becomes fast, fair, and thorough.

Category: Recruiting

How it works

1. A candidate submits their resume and application details through the company's career portal form.
2. The copilot extracts the candidate's name, skills, years of experience, education, and key achievements from the resume text.
3. It verifies and enriches the profile using web search and Apollo (LinkedIn, past roles, education verification).
4. A new screening record is drafted with the extracted info, enrichment summary, a Suitability Score (Strong/Moderate/Weak Fit), and a recommended next step for your approval.

Key benefits

• Cut resume review time by 80% on every submission.
• Get a consistent screening table with vetted external data, not just resume claims.
• Spot strong and weak fits instantly with a clear suitability score.
• Decide on next steps faster with a recommended action based on evidence.

Use cases

• Recruiters screening high-volume roles with limited time per candidate.
• Hiring managers without a dedicated talent team.
• Agencies managing multiple client requisitions and needing consistency.
• Startups scaling their hiring process without adding headcount.

Works with Apollo

This assistant connects to Apollo once. No code required. It is not a plain field-copy integration: as data moves, the AI adds a real decision step (classify, extract, prioritize, draft). You set the autonomy level: ask for drafts and every send to Apollo waits for your review, or instruct it to send and it runs fully automatic.

Automation coverage and limits

• Apollo: no verified real-time trigger in the integration catalog today, so Apollo-side work runs on a schedule you choose or on demand.

This assistant only reaches operations verified in the integration catalog, through a connection you authorize and can revoke. Capability facts last verified against the catalog on 2026-07-10.

Good to know

Connect Apollo once. The assistant drafts the screening record; a human approves before any follow-up action is taken.

Frequently asked questions

How does the AI for CV screening work?

When a candidate submits a resume via the career portal form, the copilot extracts fields, enriches with web search and Apollo, then drafts a screening record with a suitability score and next step for recruiter review.

Do I need to connect Apollo for this to work?

Yes, Apollo is required for enrichment (LinkedIn profiles, role verification). You connect it once; no code needed.

Does it automatically send screening results or reject candidates?

No. The assistant only drafts the screening record and suggested next step. A human recruiter reviews and approves before any action is taken.

Can I customize the suitability score thresholds?

Yes. You can adjust the scoring criteria in the prompt to match your job description's required skills and experience.

Is this suitable for high-volume recruitment?

Yes, it's designed for volume. Each submission is processed consistently, freeing you to focus on top candidates.