Recruiting Scout Operations SaaS

A service that links hiring criteria, candidate information, and message templates to shorten the scout review and send workflow.

Challenge

Manual candidate selection and scout message sending was extremely time-consuming. Variation in scout quality between recruiters and resource allocation for requirements sharing were major challenges.

Solution

Built a SaaS that brings candidate collection, requirement matching, and scout template selection into one workflow. Each project can keep its own assessment criteria, reducing judgment differences between recruiters.

Result

Achieved 1,000 monthly sends

Team

1 member, 3 months

PM & full engineering

Role

Handled requirements, media integration, assessment logic, and send workflow.

Tech Stack

FrontendTypeScript / React / Next.js / App Router
API ServerTypeScript / Node.js
DB / AuthSupabase / PostgreSQL
LLM / WorkflowGemini API / OpenAI API / Dify
InfrastructureVercel / GitHub Actions
ExternalChrome Extension

Key Features

01

Manage hiring criteria and target profiles as project-specific candidate review rules

02

Integrated with major scout platforms like doda and MyNavi to auto-evaluate and score candidates

03

Select scout email templates based on review results

04

Reduced input fields and steps so recruiters can use it in daily operations

Technical Highlights

Reusable Assessment Criteria

Turned recruiter-specific criteria into reusable project settings for candidate review and template selection.

Scalable Design

Designed to handle different assessment criteria per project, anticipating use by RPOs and recruitment agencies.