Why choose us, EPREEP

Too many works? This is our pride
Lanfit
Edutech Platform
Education•Culture•MediaContents
ipsispace
Career Consultant AI Chatbot
Education•Culture•MediaContents
DAL
Menstrual Hygiene APP
Babycare•Living•Healthy
rowhigh
Fashion Material Platform
Beauty•Fashion,Hitech-Manufacturing
Givencall
Electric Charging APP
Battery•Mobility
Pintween
Tourist APP
Education•Culture•MediaContents
microcapsulation by flow reactor
Microencapsulation,Flowreactor
Hitech-Manufacturing,Beauty•Fashion
Vuilder
AD&SNS Media content Makering
Business


K-Beauty Cosmetic

Beauty•Fashion Crawling, Pre-Processing, Classification, Recommendation, Visualization

Shortlist for TOP 100 K-beauty items using BMO Evaluation Model by Target Country(Korea, USA, Italy, Spain, Indonesia) by Consumer Trend

Market Trend Analysis ; Trend Keyword Clustering 
Discover Most Future Promising Items
Extract Features of product
Match to Review Keyword as Consumer Trend 




LED Mask Patch

Beauty•Fashion Crawling, Collection, Labeling&Annotation, Classification, Scoring, Recommendation 

Facial Recognition and Face Mask Detection
Shortlist of the most future promising items in cosmetics and personal care
AI recommendation for Skincare product by skin type, by materials, by ingredients, by formulation and by trend fitness
Collect and Acquire Facial skin dataset
AI Image-Based Skin Diagnosis app




MSEM DB in Beauty & Hair Salon

Beauty•Fashion Crawling, Collection, Classification, Scoring, Visualization

Longlist of MSEM in Beauty & Hair Salon by industy for beauty device
Visualization (Dashboard) of Target marketing areas by Foot Traffic and by , Estimated Sales
Target Segmentation




Marketing Performance KPI Dashboard

Beauty•Fashion Crawling, Collection, Classification, Scoring, Visualization

Dashboard(+Infographics) for 18 brands of Global No.1 Cosmetic Company

Media Performance
Sell-out Performance
Customer Acquisition Performance




Digital Channel Performance KPI Dashboard of Fashion Company

Beauty•Fashion Crawling, Collection, Classification, Scoring, Visualization

for leading fashion company in korea

Clustering Global Mega & Macro Fashion Trend
Journey Map of visitors on online/offline
KPI Dashboard from Manufacturing to Marketing & Sales using AARRR Model




AI Recommendation for Career-Aptitude contents of high school

Education•Culture•MediaContents Crawling, Collection, Labeling&Annotation, Classification, Scoring, Recommendation, Visualization

on Career Education and Guidance Consulting Platform

Labeling of Career-Aptitude Contents (such as book, thesis & dissertation, Column and video) for School Life Records
Build(& learn) the  K-edu dictionary usingTextRank, TF-IDF. Word2Vec and Verify it using SOTA Model
AI Personalized edu-Content by Career-Aptitude type 




Edutainment Service Program and Contents for Field trip learning of middle school

Education•Culture•MediaContents Crawling, Collection, Classification

New Business Model Development for Field Trip Learning

Trend Analysis of Edutainment
Longlist of Content and Service Program for Global Field trip learning
U&A of SPOT, Contents and Service Program for Field trip learning 




Edutainment Theme park for Field trip learning of middle school

Education•Culture•MediaContents Crawling, Collection, Labeling&Annotation, Classification, Scoring, Recommendation

New Business Development for Rank 1. Education company in korea using our own NBD Methodology

Longlist of Global Field trip learning spot and service program
Sensitivity & Feasibility Analysis of site & facility
Design  Experience Theme Parkm and Open Studio




AI Recommendation Service for Travel course
and Machine-generated dataset of global culture&art spots and accommodations

Education•Culture•MediaContents Crawling, Collection, Classification, Scoring, Recommendation

AI Travel Recommendation for places based on their preferences and tastes, nearby tourist attractions when they visit a particular place, and things from similar travelers who share the same interests
Analysis of Travel behavior, residential preference, housing costs by age, by gender, by travel type
- User profile: To suggest recommendations by analyzing data from the user’s previous visits on the profile
- Popularity: To suggest recommendations based on user ratings that were collected in the form of reviews
- Like minds: To analyze data and match it against the likes of different users and populate recommendations accordingly.
Travel insights by non/KR Residents, by job, by age, and by income
Longlist of experience spot and accommodation by area
Recommendation of Travel courses by target




AI Recommendation of Healthy-Pleasure Food

Food&Beverage•Foodservice(+Delivery) Crawling, Collection, Labeling&Annotation, Classification, Scoring, Recommendation

Recognition of food & beverage images uploaded by users on Food Lifestyle app and Recommendation healthy-pleasure food by user's food life and needs

Labeling of Food pics
Longlist of the most future promising items in Healthy Pleasure Food
Human Lifelog Analysis such as needs, foodlife, and healthy status




MSEM DB in Food Service

Food&Beverage•Foodservice(+Delivery) Crawling, Collection, Classification, Scoring, Visualization

for O2O/O4O Platform company

Longlist of MSEM in Food Service as target leads
Longlist of Public Service Program by area
Visualization (Dashboard) of Target marketing areas by Foot Traffic and by , Estimated Sales, and by relative competitiveness




Functional inner-beauty Beverage

Food&Beverage•Foodservice(+Delivery) Crawling, Collection, Classification, Scoring, Visualization

for development of functional food of Innerbeauty company G

Longlist of functional food such as Dietary formula for weight control, RTP, Medi-Food, Alternative Food, Health Functional Food
agricultural and livestock products DB and farmer DB based on functional ingredients
Target lead DB for functional food including online shopping mall, food service company(food, beverage, delivery), food processing company, hospital/clinic center, healthcare service center, Fitness center, Fitness device company




AI Deep Learning based Recommendation and Detection of the crops for Auto Harvest 

Food&Beverage•Foodservice(+Delivery), Smartfarm Crawling, Collection, Labeling&Annotation, Classification, Scoring, Recommendation

Real-time crop growth monitoring for of Smart farm company

Crops and livestocks DB
Farmers DB based on functional ingredients
Smart Farm DB
 Image Annotation of crop field by 4 objects
Recommendation of best crops & livestocks by environment and ML-based crop yield prediction





Food service of Organic & Ethnics

Food&Beverage•Foodservice(+Delivery) Crawling, Collection, Classification, Scoring, Recommendation

for future mega business model (in Food & Beverage and Restaurant Service) of Food Service company 

Trend opportunity Grid in Food Service
Longlist of Food service and menus
Suppliers DB including retort food, meal kit and food ingredients




Babycare product

Babycare•Living•Healthy Crawling, Collection, Labeling&Annotation, Classification, Scoring, Recommendation

for design babycare product

Babycare market trend opportunity grid and consumer trend clustering
Longlist of the most future promising babycare items matched Features and consumer needs keywords
Image Labeling of babycare product




Hygiene & Sterilization Product

Babycare•Living•Healthy Crawling, Collection, Classification, Scoring, Recommendation

Hygiene & Sterilization market trend opportunity grid (Korea, USA, UK, France, German)
Longlist of the most future promising Hygiene & Sterilization items matched Features and consumer needs keywords 
K-Ingredients DB
Recommendation of hit-items matched by Consumer Needs from review datas on shopping mall





AI Recommendation of Furniture based newsletter

Babycare•Living•Healthy ㅇ디- Crawling, Collection, Labeling&Annotation, Classification, Scoring, Recommendation

for Target marketing of Furniture company publishing Newsletter about the latest interior trend and hot furniture to Construction company, Design company and Developer

Interior market trend opportunity grid and consumer trend clustering
Longlist of the most future promising Furniture items matched Features and consumer needs keywords using BMO Model
Image Labeling of furniture




Homecare Service / Home Management Service

Babycare•Living•Healthy Crawling, Collection, Classification, Scoring, Recommendation

for the company on Total Food service and Concession service

Interior market trend opportunity grid
Longlist of the most future promising babycare items matched Features and consumer needs keywords
Development of Homecare service  by service type(residential, nursing or specialist), by budget and by optional needs such as Diagnosis of residential environment, Home Organization
Longlist matched by features of Eco-friendly product for cleaning, air purification and Energy conservation
IoT sensing Datasets for detecting VOCs and guide of air purification




Eco-friendly biodegradable food packaging container

Eco-Friendly•Carbon neutrality Crawling, Collection, Classification

Trend opportunity grid of global Eco-friendly biodegradable food packaging container
Longlist of global Eco-friendly biodegradable food packaging container





Eco-friendly biodegradable materials

Eco-Friendly•Carbon neutrality Crawling, Collection, Classification, Scoring, Recommendation

Longlist of the most promising Eco-friendly biodegradable materials
Eco-friendly biodegradable materials companies DB
Eco-friendly biodegradable materials blending/compound companies DB




Eco-friendly Interior Paint

Eco-Friendly•Carbon neutrality Crawling, Collection, Classification

Longlist of the most promising Eco-friendly Interior Paint
Longlist of Eco-friendly Interior Paint Materials
Longlist of the most promising Eco-friendly Interior Product




Electric Charging Station

Battery•Mobility del Crawling, Collection, Classification

Longlist of global Electric Charging Station by location and by business type 
Longlist of Parts & Machinery for Electric Charging Station
Longlist of Global Target lead




Micromobility

Battery•Mobility Crawling, Collection, Classification

Trend opportunity grid of micromobility market
Longlist of the most promising micromobility by specification & Element
Global Target Lead 100 ; Shortlist(Korea, USA, Europe countries 3)




Battery Solution

Battery•Mobility Crawling, Collection, Classification, Visualization

Trend opportunity grid of Battery market
Longlist of global battery solution by specification & Element
Global Target Lead 100 ; Shortlist




Specialty Vehicle(Trailer type Ladder Lift Truck)

Battery•Mobility Crawling, Collection, Classification, Lead Generation

Global Target Lead 100 ; Shortlist
Entry Market Comparison Matrix
Target Lead Nurturing including engagement via Special Channel for R&D Product Tour by IBM Watson Marketing




Semiconductor Thin Film

Hitech-Manufacturing(+IoT +Semiconductor) Crawling, Collection, Classification

Global Technology Trend Opportunity Grid
Longlist of Global Parts, Materials & Machinery
Longlist of Global Target lead




Intraoral sensor

Hitech-Manufacturing(+IoT +Semiconductor) Crawling, Collection, Classification, Lead Generation

Global Target Lead top 100 as shortlist
Entry Market Comparison Matrix
Launch R&D Product Tour Channel for lead generation especially engagement




Sprinkler Piping System

Hitech-Manufacturing(+IoT +Semiconductor) Crawling, Collection, Classification, Scoring, Recommendation

Global fire safety market trend opportunity grid (korea, usa, german, uk, france)
Longlist of Global Fire sprinkler system (korea, usa, german, uk, france)
Target Lead DB (manufacturer, distributor, OEM, service provider, constructor, design company, engineering company, etc.,)




Ventilation

Hitech-Manufacturing(+IoT +Semiconductor) Crawling, Collection, Classification, Scoring, Recommendation

Market and Technology Trend Opportunity Grid of Ventilation
Longlist of Hot Ventilation by Features
Comparison Matrix of Ventilation by spec.




AI ML based recommendation of Semiconductor(IC)

Hitech-Manufacturing(+IoT +Semiconductor) Crawling, Collection, Labeling&Annotation, Classification, Scoring, Recommendation

for Electronic Parts Platform for users(engineers) to upload their parts drawing and parts image

ML based Image Labeling of parts
Parts Specifications and application category for design hardware
Longlist of suppliers including distributor and manufacturer




Carbon Block Filter

Hitech-Manufacturing(+IoT +Semiconductor) Crawling, Collection, Classification, Scoring, Recommendation, Lead Generation

Product comparison matrix
Entry market comparison matrix
Global Target Lead top 100 as shortlist ; home appliances such as water purifier, air conditioner, air purifier and industrial water treatment system in oil refinery, chemicals, pharmaceutical, cosmetics, food & beverage, etc)
Launch R&D Product Tour Channel for lead generation especially engagement




POCT Sensor

Hitech-Manufacturing(+IoT +Semiconductor) Crawling, Collection, Classification, Lead Generation

Global Target Lead top 100 as shortlist
Entry market comparison matrix
Launch R&D Product Tour Channel for lead generation especially engagement




Ladder lift truck

Hitech-Manufacturing(+IoT +Semiconductor) del Crawling, Collection, Classification, Scoring, Recommendation, Lead Generation

Global Target Lead top 100 as shortlist
Entry market comparison matrix
Launch R&D Product Tour Channel for lead generation especially engagement




LED Display Panel Repair

Hitech-Manufacturing(+IoT +Semiconductor) Crawling, Collection, Classification, Scoring, Recommendation, Lead Generation

KPI Standard for repair service of TV Panel, LED

Data Cleansing & qualification in smart factory
KPI Dashboard of Production efficiency and cost reduction 
Demand Forecasting & Production Capacity planning by Failure Analysis and bad/dad panel receipt Analysis




AI ML based recommendation of Plant Parts & Materials

Hitech-Manufacturing(+IoT +Semiconductor) Crawling, Collection, Labeling&Annotation, Classification, Scoring, Recommendation

matched with high similarity of machinery, equipment and parts from quotation(parts category, quantity, price, delivery time)

Manufacturer DB of Plant Parts & Equiqments
Price table of Global Industrial machineries for (Setup) Factory and Manufacturing Plant
OCR Annotation and Text Labeling for Quotation / RFP
Matching to spec, amount, min delivery, delivery data, shipping area




Metaverse Platform(+3Party +Immersive 3D contents +XR/VR/AR Device)

Platform(+AI•NFT•Metaverse•DigitalTwin) Crawling, Collection, Classification

Global Metaverse Trend Opportunity Grid
Longlist of Global Business Directories by type(Framework, Platform, Engine, API, Map design company)
Longlist of Immersive 3D contents
Evaluation using Product-Led Growth




NFT  and IP Contents

Platform(+AI•NFT•Metaverse•DigitalTwin) Crawling, Collection, Classification

Global NFT & IP contents Trend Opportunity Grid
Longlist of NFT(image, photo, picture, video)
Longlist of IP contents(webnovel, webtoon, movie character, film character, cartoon character, animation character, image, video)




AI API Longlist

Platform(+AI•NFT•Metaverse•DigitalTwin) Crawling, Collection, Classification

Global AI Trend Opportunity Grid
Longlist of AI Business directories(framework, platform, engine, api, service provider)





Digital Transformation of Social Welfare

Public•Welfare Service Crawling, Collection, Classification, Visualization

for digital transformation of NGO & NPO against 4th industrial revolution due to destruptive technology and COVID19. 

Global 2050 meta trend opportunity grid in social welfare and Future social welfare mega trend opportunity grid in korea
Longlist of global social welfare service
Feature clustering of future social welfare service
Design concept of un-contact social welfare service as part of Digital transformation
Longlist of Korean-type community-linked care center & social welfare service center with the trend of un-contact and universal welfare




Effectiveness and Usefulness of Gov. & Public Service (Fund) Program

Public•Welfare Service Crawling, Collection, Classification, Scoring, Visualization

Trend Analysis and keyword clustering by country, by region, by industry, by public service type, user needs and trend effectiveness by kewords 
Feature Comparison matrix of Public & welfare service programs (functional, emotional, environmental elements)
Features(budget, service details, target companies & peoples, satisfaction rate) of hit public service by category
 Effectiveness and Usefulness Analysis by Territory(country, region, district, area) such as Estimated Sales, income, foot traffic




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