Screen resumes with OpenAI GPT4.1 and route candidates via Gmail, Slack and Sheets Workflow Solution

Workflow overview

Why this workflow matters

Improves internal consulting operations and productivity. Relevant for managed services and support workflows.

Overview This workflow automates the resume screening process using AI, enabling faster and more consistent candidate evaluation. It analyzes uploaded resumes, scores candidates based on job fit, and automatically routes them into acceptance, rejection, or manual review flows. By combining AI scoring, decision logic, and automated communication, this workflow helps HR teams save time, reduce bias, and streamline hiring operations. How It Works Webhook Trigger Receives resume uploads along with candidate details. Workflow Configuration Defines: Target job role Acceptance threshold Borderline threshold Resume Extraction Extracts text from uploaded PDF resumes. Data Preparation Structures candidate name, email, and resume content. AI Resume Scoring AI evaluates candidate based on: Skills match (40%) Experience (35%) Education (15%) Overall fit (10%) Returns: Score (0–100) Decision (accept / reject / borderline) Reason Decision Routing Accept → proceed to acceptance flow Borderline → escalate for review Reject → send rejection Action Flows Accepted Candidates Send acceptance email Log to Google Sheets Rejected Candidates Send rejection email Log to Google Sheets Borderline Candidates Notify HR via Slack Log as escalated in Google Sheets Setup Instructions Webhook Setup Configure the webhook endpoint (resume-upload) Connect it to your application or form OpenAI Credentials Add API credentials for resume scoring Gmail Integration Connect Gmail account for sending emails Slack Setup Configure Slack credentials Set HR review channel Google Sheets Connect your Google account Create a sheet for candidate tracking Customize Parameters Set job role Adjust: Acceptance threshold (e.g., 75) Borderline threshold (e.g., 50) Use Cases Automated resume screening for HR teams High-volume hiring pipelines Startup hiring automation Candidate pre-filtering before interviews AI-assisted recruitment workflows Requirements OpenAI API key Gmail account Slack workspace (optional) Google Sheets account AlekSystem instance Key Features AI-powered resume evaluation Structured scoring and decision output Automated candidate communication Slack-based human review escalation Centralized tracking in Google Sheets Configurable thresholds and job roles Summary A complete AI-driven hiring assistant that evaluates resumes, scores candidates, and automates decision-making workflows. It reduces manual screening effort while ensuring consistent and scalable recruitment processes.

Best fit

Need another direction?