Online Matchmaker Operations Platform
Automating matching, notifications, and payments for rotation blind dating service 'Lomelo' in one dashboard
Service Type
Tech Stack
Key Features
Development Period
8–12 weeks
The Reality of Running a Matching Service
The manual tasks managers repeated every day running a dating matchmaking service. Time and accuracy were lost at every step.
Manual Matching
Manual Notifications
Manual Payment Check
Manual Profile Entry
Manual Chat Room Creation
Manual Recommendation Writing
Manual Matching
1:1 Excel comparison for hundreds
Manual Notifications
Dozens of individual sends per manager
Manual Payment Check
Manually mapping deposits to customers
Manual Profile Entry
Transcribing KakaoTalk consultation texts
Manual Chat Room Creation
Creating a room per successful match
Manual Recommendation Writing
Handwriting reasons for every match
7,000+
Managed Members
3h+
Matching Time per Case
200+
Daily Manual CS Responses
16
Manual Notification Scenarios
Improving match scores alone isn't enough. Sending notifications, confirming payments, creating profiles, opening chat rooms — the entire manager workday needs to move into the system for real change.
Core Workflows
Three key automation flows replacing manual labor.
AI Matching Dashboard
A 14-dimension scoring algorithm automatically compares and ranks hundreds of members. Managers review top AI-recommended candidates and send profile cards with recommendation comments.
60+
Cron Jobs
16
Scenarios
200k+
Templates Sent
Notification Automation System
Cron jobs automatically handle Kakao Alimtalk + SMS for each of the 16 scenarios. Profile expiry alerts, match confirmations, payment checks — managers never send manually again.
AI Profile Auto-Generation
AI analyzes KakaoTalk consultation texts to automatically extract structured customer profiles. Claude generates recommendation comments and presents reasoning with evidence cards.
Tech Stack & Integrations
Solapi
KakaoTalk Alimtalk & SMS delivery. Template variable substitution across 16 scenarios
Imweb OpenAPI (OAuth 2.0)
Sync payment orders and detect unpaid signups from the Imweb storefront
Frip
Receives payment webhooks from class platform. Triggers join notification on payment completion
OpenAI
Extracts structured customer profile data from KakaoTalk consultation texts
Anthropic Claude
Auto-generates manager recommendation comments with evidence-based reasoning
Make.com
Webhook to automatically create a Kakao Open Chat room on successful match
Supabase Auth
Email/password authentication with automatic cookie-based session management
Results & Impact
Matching Time
99%Notification Automation
95%Payment Integration
자동화AI Profile Generation
10x135+
UI Components
16
Notification Scenarios
60+
Cron Jobs
99%
Matching Time Reduction