Screen incoming resumes automatically with AI and Gmail

Automatically reads resumes emailed to you, scores candidates with AI, and logs the results in a spreadsheet.

How the work actually flows

It branches. Exactly one path is taken.

Pattern: Exclusive Choice (4)

flowchart TD trig>"resume email received"]:::trig s0[("save resume to drive")]:::store s1["extract text from resume"]:::task s2["ai reviews resume against requirements"]:::task s3[("log qualified candidate")]:::store trig --> s0 s0 --> s1 s2 --> s3 gx{"× text extraction succeeds"}:::gate s1 --> gx p00["ai reviews resume"]:::task gx -->|"extraction succeeds"| p00 p10["log failure separately"]:::task gx -->|"extraction fails"| p10 p00 --> s2 p10 --> s2 out[/"scored candidates logged in sheet"/]:::out pay{{"faster consistent resume screening"}}:::pay s3 --> out out --> pay s2 -. "failures recorded, run continues" .-> out classDef task fill:#e7f6fe,stroke:#34b8f0,color:#2c2a29 classDef svc fill:#f6f8fa,stroke:#7c8795,color:#2c2a29 classDef mi fill:#e7f6fe,stroke:#0079a8,color:#2c2a29,stroke-width:2px classDef human fill:#fff,stroke:#0079a8,color:#0079a8 classDef store fill:#f6f8fa,stroke:#0079a8,color:#2c2a29 classDef trig fill:#00a4eb,stroke:#0079a8,color:#fff,font-weight:bold classDef trigtime fill:#00a4eb,stroke:#0079a8,color:#fff,font-weight:bold classDef trigdata fill:#8ad4f5,stroke:#0079a8,color:#06314c,font-weight:bold classDef gate fill:#fff,stroke:#e8a23d,color:#6b4708,font-weight:bold classDef out fill:#1f9d6b,stroke:#167a53,color:#fff,font-weight:bold classDef pay fill:#06314c,stroke:#021f33,color:#fff
Starts itA stepA record or sheetOne path onlyResultPayoff
Build size
Advanced

A larger build with multiple systems, AI reasoning, and custom rules.

Business functions
AI Agents & Autonomous SystemsEmail AutomationDocument Processing & OCRSpreadsheet & Database OpsFile & Cloud StorageHR & Recruiting
Connects
GmailGoogle DriveGoogle SheetsOpenAI

The problem it solves

Screening every resume that comes in by hand takes hours you don't have, and it's easy to lose track of who you've already reviewed. A single missed or mishandled attachment can mean losing a strong candidate.

Who it fits

HR teams and hiring managers who receive resumes by email and need a consistent first-pass screen.

How it works

  1. Gmail is monitored for new resume attachments
  2. Each resume is saved to Google Drive and its text is extracted
  3. AI reviews the resume against your job requirements and pulls out key details
  4. Qualified candidates are logged in a tracking spreadsheet
  5. Any failures, like a bad attachment or extraction error, are logged separately and flagged
What you get

Candidates ranked and ready to interview

You get every resume scored against your job requirements and logged neatly for your hiring team to review.

What you get

A spreadsheet of scored candidates, plus a separate log of any resumes that failed to process.

What you need

A Gmail account, a Google Drive and Sheets account, and an OpenAI API key with GPT-4o access.

We can build this. But should you?

The hard question is not how to build it. It is whether this is the right thing to build first.

That is what a Fractional Chief AI Officer figures out with you, before anyone writes a line of code.

Let's Talk Strategy

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