LABS

Our assets, ongoing research.

All GripLabs products run on our own core technologies. Persona Agent, Proper Noun DB, Dynamic Poll — verified daily on our platforms. Only the verified ones are deployed in partner environments.

Persona Agent Audience patterns, decoded.

An AI engine that generates user personas and evolves them through content and interaction. Latent audiences are matched automatically.

In operation

Recommendation system inside Newming
YES24 solution development agreement (2025)

Research IP

PCT/KR2024/007816 (WO 2024253464, published 2024.12)
Korean priority filing 10-2023-0073451 (2023.06)
IPC G06N3/02 (neural network)

Proper Noun DB Translation accuracy.

A database of person names, place names, and proper terms across Korean, English, Japanese, Chinese, and Vietnamese. The infrastructure for translation accuracy — quality that lets reporters publish without a separate editing pass.

In operation

Mingo multilingual translation (Maeil Business EN/CN/JP, Financial News fn multilingual)
Major Korean news outlets' English sites
YES24 solution development agreement

Research IP

Part of PCT/KR2024/007816 (WO 2024253464)
IPC G06F40/279 (natural language processing)

Dynamic Poll Comments flow as data.

An AI poll engine that runs alongside comments. Two modes:

AI Contextual Poll · analyzes the article body and auto-generates poll questions
Dynamic Sub-Poll · analyzes comment flow and dynamically generates follow-up polls

In operation

Newming Dynamic Poll (since 2024.11)
iRevue module
Major Korean news outlets' premium modules

Research IP

PCT/KR2025/002862 (WO 2026063586, published 2026.03)
Korean priority filing 10-2024-0128089 (2024.09, KR published 2026.03)
IPC G06Q50/26 / G06F18/2135 (classification, clustering)

NewsBlock Cluster fragmented news.

Real-time news clustering and summarization. Automated keyword and insight extraction, delivered as units of context.

In operation

Newming · cross-outlet issue clustering + AI summary
Crossword · article analysis + auto puzzle generation pipeline

Research IP

In-house R&D · validating in operation

Core technology

Natural Language Generation (NLG)

Generate headlines, summaries, and full articles from raw data, press releases, or interviews. Precision, tone, and context handled together.

Multilingual AI Layer

Instantly convert content into Korean, English, Japanese, Chinese, and Vietnamese. Nuance and editorial intent preserved.

Behavioral AI & Insight Modeling

Analyze user behavior across reading, voting, and commenting patterns to surface actionable insights and predictive trends.

Sentiment & Toxicity Engine

Evaluate comment quality, detect harmful language, and identify constructive engagement through real-time sentiment analysis.

Smart Linking & Discovery

Use semantic AI to automatically link related articles and enhance content discoverability.

Custom AI APIs for Media Workflows

Robust APIs built for scalability. Plug AI features into your existing CMS and editorial pipelines, instantly.

Research infrastructure

Corporate research institute

KOITA recognition (ID 2023114326). First recognized 2023.10.05, re-certified 2025.06.04

Venture company (R&D)

Through Feb 2027. Certificate No. 20240221020003

Registered trademarks

NEWMING7 of 9 product classes registered (filed 2021.01.22, registered 2022.07)

09 · Computer SW & apps
35 · Advertising & marketing
36 · Finance & payment
38 · Telecom & broadcasting
41 · Education & entertainment
42 · SW & technical services
44 · Medical & beauty

Pending trademarks (5)

MediaWin (38·42), ClipWire (35·41), Pressly (41·42), Mingo (41), iRevue (35·42). All filed 2025.03.26, under examination

Our research stack.

Languages

Python (FastAPI), TypeScript, Flutter, React/Next.js

GPT Realtime API, Claude, Google Gemini, RAG, RLHF, multimodal (voice, text, pen, screen)

Infrastructure

AWS, pgvector