수많은 사례이자 이프립을 선택하는 이유

사례가 너무 많아도 문제네요. 언제 다 읽어보나요 -.-
pintween
여행APP 인입캠페인&그로스해킹

여행APP개선를 위한 국내/해외 여행경험 MZ대상 인입캠페인 및 그로스해킹 및 To-Be UX 제언

① 1,000명 인입캠페인실시&신규고객확보
② 고객행동분석 및 Customer Journey Map / Funnel 구조화
③ OKR, KPI(AARRR기반) 등 GOAL설정
④ 시나리오별 A/B테스트
⑤ CTA분석, 히트맵분석, 코호트분석
⑥ Product-Market Fit, Habit-Form, Critical Path 도출
⑦ To-Be UX 제언

dream
여행상품&숙박상품 추천플랫폼

체류기간동안의 여행행태와 선호여행상품을 분석하여, 뚜벅이-가족-단체(동호회, 회사)-비즈니스여행자 등의 유형별로 타게팅하여 최적의 여행코스&여행상품&숙박상품 추천플랫폼

① 국내 여행객의 성별, 연령별, 거주지별, 여행행태별 여행비용 및 숙박형태 분석
② 지역별 체험&숙박 시설 DB 구축
③ SNS여행사진 라벨링
④ 타겟세그멘테이션
⑤ 타겟별 여행코스 DB구축 및 추천 

daegyo
진로적성체험테마파크

국내 학습지업체의 신규사업개발을 위해, 2030년 미래비즈니스분석, 타겟분석, 수요예측, 사업성분석을 통해 비교과체험 콘텐츠 개발 및 체험학습 이상의 에듀테인먼트 상품 및 서비스 개발 및 테마파크 구조설계까지 수행

① 타겟국가(5개국) 향후 3~5년내 소비트렌드별 진로적성체험 유망아이템 발굴
② 진로적성체험 리뷰키워드 추출 및 유망아이템 추천
③ BMO 기법을 중심으로 평가, 최종 100개의 아이템을 추천. 특히, 아이템속성 추천데이터셋 개발
④ 입지분석 및 시장성,경제성 분석
⑤ 진로적성체험시설 설계

Mobirise Website Builder
반도체부품플랫폼

전자제품 제조사 대상 최적의 소/부/장(소재/부품/장비) 추천 AI서비스로, 반도체 부품(IC류)플랫폼 가입자(엔지니어)들이 설계도와 부품사진 업로드하면, AI가 인식하여 함께쓰는 부품류를 추천

① 경쟁기업 Longlist
② 소부장 DB구축(전자부품 제조사 정보)
③ 부품라벨링
④ 잠재수요처 발굴(전자부품의 판매처DB)
⑤ 블록다이어그램 연동

vanam
반도체박막소자

초고감도 에너지 감응형 반도체 박막소자의 상용화를 위해, 현재 유사한 기능을 하는 써미스터, 바리스터, 센서 반도체 소자 등의 소부장DB를 구축하고, 화재감지기, 도어락, 배터리, LED조명, IoT전자제품, 헬쓰케어기기, 의료용기기, 모빌리티 등 박막소자가 응용될 수 있는 다양한 응용시장내의 잠재수요처를 발굴

① 전세계 반도체박막소자 기술트렌드
② 경쟁기업 Longlist
③ 소부장 DB구축
④ 잠재수요처 발굴(응용시장분류별)

G&I Solution
마이크로캡슐레이션,연속흐름반응기

마이크로캡슐화장비의 기술사업화(장비개선 및 글로벌 잠재수요처 발굴)을 위한 기초데이터로 활용.
(유의어 : 미세캡슐화장비, 마이크로인캡슐레이션장비,연속흐름반응기)

① 전세계 시장규모 및 주요기업 조사
② 시장트렌드별 유망소부장 발굴
③ 마이크로캡슐화장비 경쟁 제품&기업
④ 특허기술분석&연구DB-특허간 결합분석
⑤ 마이크로캡슐화장비 잠재수요처(마이크로캡슐 소재가공업체, 유통업체, OEM제조/위탁생산업체 포함)
⑥ 전세계 응용시장 타게팅 및 잠재수요처DB

sehan
국소배기장치,집진장비

암후드, 이동식 국소배기장치, 음압기, 집진기, 네일흡진기 제작을 위한 기초조사데이터

① 국소배기장치 시장트렌드
② 국소배기장치 Longlist
③ 국소배기장치 경쟁비교표

gyungdo
친환경페인트&코팅

친환경, 우수한 외관 물성을 가짐과 동시에 도막의 연소시간을 지연시키고, 유독가스 발생량을 감소시키는 난연 에폭시 도료 개발을 위한 기초조사데이터

① 친환경페인트 Longlist
② 친환경페인트 원료 Longlist
③ 친환경 인테리어제품 Longlist

ptcoin
플랜트부품플랫폼

제조공장 설립/운영에 필요한 각종 기계장비부품의 견적요청정보(품목군, 수량, 가격, 납품시기 등)을 읽어, 유사도 높은 기계, 장비, 부품을 추천. 이때 납품시기와 배송/선적위치에 따라 AI추천

① 플랜트 부품장비 제조사 수집
② 제조공장, 셋업공장 및 플랜트 시설에 필요한 각종 산업기계장비 및 소부장 DB구축(카테고리 : 공통부품(볼트, 너트, 강관, 목재, 특수강, 시멘트/콘트리트, 등), 급배수, 기계/공구, 냉난방, 소방/안전, 전기, 환경(대기오여망지,소음진동방지,수질오염방- 지,폐기물처리))
④ 잠재수요처 발굴(메이커회사, 소부장기업, 서비스프로바이더, 유통업체, OEM제조업체 포함)
⑤ 견적서/제안요청서 OCR처리 및 텍스트라벨링
⑥ 사양, 금액, 최소납품개수, 납품가능일자, 배송일, 선적지역 등 매칭추천

atenaex
글로벌 화장품 유통

글로벌 화장품 유통기업이 K-뷰티 유망화장품을 발굴하여 해외유통하기 위한 기초자료

① 타겟국가(5개국) 향후 3~5년내 소비트렌드별 K-beauty 유망아이템 발굴
② 화장품원료DB구축
③ 화장품용기DB구축
④ 화장품 리뷰키워드 추출 및 유망아이템 추천
⑤ BMO 기법을 중심으로 평가, 최종 100개의 아이템을 추천

present
육아용품 제조AI시스템

주방용품 및 육아용품 제조유통 전문기업이 3개월마다 바뀌는 소비트렌드 맞춤형 육아용품 신제품개발용 내부 AI솔루션을 위한 기초데이터 구축

① 타겟국가(5개국) 향후 3~5년내 육아소비 트렌드키워드 추출
② 소비트렌드별 육아용품 유망아이템 발굴
③ 육아용품 리뷰키워드 추출 및 유망아이템 추천
④ 유망아이템(육아용품) 이미지라벨링
⑤ 제품디자인속성 추천데이터셋 구축

ecosirak
생분해식품포장용기

푸드서비스(외식배달)업체 S사에서는, 외식배달플랫폼 성장세만큼 쌓여가는 식품포장용기 문제가 심각해짐에 따라, 친환경생분해 식품포장용기 개발을 위한 데이터셋 구축

- 향후 3~5년내 식품포장용기 시장트렌드
- 전세계 친환경생분해 시장트렌드
- 전세계 친환경생분해 특허기술DB
- 전세계 친환경생분해 식품포장용기 Longlist
- 전세계 친환경생분해소재 DB구축
- 타겟국가(3개국) 친환경생분해 소재 및 소재가공 업체 DB구축

funiture
인터리어가구AI추천

쇼파전문기업이 판로개척을 위해 건설사, 분양사, 건축디자인회사 등을 대상으로 최신 인테리어 트렌드와 유망가구아이템 등 다양한 정보를 뉴스레터로 발행하고, 온라인 AI주문시스템 구축

① 인테리어 트렌드키워드 추출
② 가구 유망아이템 발굴(BMO추천 모델 적용)
③ 가구이미지 라벨링
④ 잠재수요처 발굴(타겟세그멘테이션 모델 적용)

G&I Solution
모빌리티

퍼스널모빌리티에서 마이크로모빌리티로, 또다시 모빌리티로 진화하는 트렌드에 맞는 모빌리티 시장의 시장조사 및 잠재수요처 발굴을 위한 기초데이터로 활용.

① 향후 3~5년내 시장트렌드별 유망아이템 발굴
② 경쟁제품 및 경쟁기업 Longlist
③ 소부장 DB구축
④ 잠재수요처 발굴

picopack
구강센서,X-ray디텍터

기존 치과엑스레이보다 투과율이 월등히 높은 치과용 구강센서의 해외시장 잠재수요처와 진출가능시장데이터셋을 가공하고, 실질적인 매출성과 및 신규고객 확보를 위해, R&D제품투어/판매 전용관 개설하고, 해외기업접촉

① 향후 3~5년내 시장트렌드별 유망아이템 발굴
② 경쟁제품 및 경쟁기업 Longlist
③ 소부장 DB구축
④ 잠재수요처 발굴
- 응용시장 : 치과, 병원, 동물병원, 수의학과, 우주항공 등
- 수요처유형 : 메이커회사, 소부장기업, 서비스프로바이더, 유통업체, OEM제조업체 포함)

1drop
체외진단센서

피 한방울로 진단하는 모바일기반 체외진단 센서의 잠재수요처와 유통업체를 발굴하기 위한 기초 데이터

① 향후 3~5년내 시장트렌드별 유망아이템 발굴
② 경쟁제품 및 경쟁기업 Longlist
③ 소부장 DB구축
④ 잠재수요처 발굴(메이커회사, 소부장기업, 서비스프로바이더, 유통업체, OEM제조업체 포함)

1drop
카본블록필터

정수기, 에어컨 등의 홈 어플라이언스용 및 산업용(오일정제, 화학, 코스메틱, 식음료 가공 등)에 필수인 카본블록필터의 실질적인 매출성과 및 신규고객 확보를 위해, R&D제품투어/판매 전용관 개설하고, 해외기업접촉

① 향후 3~5년내 시장트렌드별 유망아이템 발굴
② 경쟁제품 및 경쟁기업 Longlist
③ 소부장 DB구축
④ 잠재수요처 발굴(메이커회사, 소부장기업, 서비스프로바이더, 유통업체, OEM제조업체 포함)

1drop
사다리차,특장차

특장차, 사다리차 및 트레일러형 사다리의 해외시장 잠재수요처와 진출가능시장데이터셋을 가공하고, 실질적인 매출성과 및 신규고객 확보를 위해, R&D제품투어/판매 전용관 개설하고, 해외기업접촉

① 향후 3~5년내 시장트렌드별 유망아이템 발굴
② 경쟁제품 및 경쟁기업 Longlist
③ 소부장 DB구축
④ 잠재수요처 발굴(메이커회사, 소부장기업, 서비스프로바이더, 유통업체, OEM제조업체 포함)

SMK
전기충전배터리(충전소타입)

전기충전배터리(충전소타입)의 글로벌 잠재수요처 발굴을 위한 기초데이터

① 향후 3~5년내 시장트렌드별 유망아이템 발굴
② 경쟁제품 및 경쟁기업 Longlist
③ 특허기술 DB구축
④ 소부장 DB구축
⑤ 잠재수요처 발굴(메이커회사, 소부장기업, 서비스프로바이더, 유통업체, OEM제조업체 포함)
⑥ 전세계 전기충전소(위치, 사업자 등) Longlist

vuilder
미디어마케팅플랫폼

미디어광고기업 P사는, 광고주의 요청에 따라, SNS광고마케팅 대행을 하고 있고, 브랜드광고마케팅을 위한 각종 트렌드조사를 비롯해 경쟁 광고브랜드IP콘텐츠 동향파악을 손쉽게 하기 위한 데이터셋 개발

① 광고미디어시장트렌드맵 추출
② 국내 매체별, 광고유형별, 광고미디어시장트렌드키워드별 광고미디어채널DB구축 (네이버TV,유튜브,인스타그램,트위터,틱톡 등)
③ 경쟁 브랜드IP콘텐츠 비교표

dal
월경라이프케어APP

월경라이프케어APP개선을 위한 월경증상 태그별 월경용품/건기식/생활용품 리뷰 필터링 기능 고도화를 위한 데이터셋 구축

① 월경용품(생리대, 탐폰, 생리컵, 생리팬티), 건강기능식품, 생활용품 정보 수집
② 월경증상태그별 월경용품/건기식/생활용품 리뷰 데이터
③ 월경호르몬 맞춤 라이프스타일 큐레이션 데이터셋

rowhigh
패션원단유통플랫폼

패션원단소재의 글로벌 잠재수요처 발굴 및 패션원단소재플랫폼 구축을 위한 기초데이터로 활용.

① 향후 3~5년내 시장트렌드별/특허기술별/패션원단소재별 유망패션원단 발굴
② 원단 플랫폼 서비스 경쟁업체 비교분석
③ 전세계 패션원단 잠재수요처 발굴(패션메이커기업, 패션원단소재기업, 가공회사, 유통업체, 홈패션문화센터, 패션학과)

giventech
전기충전AI매칭APP

전기충전AI매칭을 위한 전기충전소DB-제휴가능부품DB-AI매칭을 위한 학습데이터 구축

① 국내 충전소 위치, 충전기, 가격정보 데이터셋 구축
② 제휴광고서비스를 위한 부품회사, 정비회사, 세차회사 DB(업체정보, 위치, 연락처 등)
③ 전기충전매칭앱에 누적된 충전매칭서비스 결과데이터 분석
④ AI매칭 알고리즘 학습을 위한 학습데이터 구축
⑤ 위치기반 Flutter기반 모바일앱

langfit
에듀테크

에듀테크기업 L사는 에듀테크서비스 고도화 및 해외 진출을 위한 유망아이템조사, 진출가능시장 조사 및 국가별 경쟁업체 조사

① 국가별(한국, 미국, 동남아시아3개국) 에듀테크 유망아이템·신사업아이디어 DB
② 국가별 에듀테크시장 조사
③ 전세계 경쟁업체조사 (에듀케어서비스, 에듀케어플랫폼, 에듀테크 디바이스 등 포함) 

eclasol
진로진학상담AI챗봇

진로·진학교육컨설팅을 위한 AI상담용 학습데이터 구축

① 학생부기반의 실제 진학 학과/계열 분류-라벨링-텍스트마이닝을 통해, 학생의 관심분야별 진로 및 대학 학과(계열) 매칭/추천용 데이터
② 탐구활동-진로적성간 매칭기반 탐구보고서가이드용 진로연계 체험활동, 수행평가, 탐구과제 데이터
③ 질의 응답 AI 컨설턴트용 학습데이터셋 ; 질문유형별로 질문항목-응답문장-질의응답 키워드를 매칭된 학습데이터
④ Django기반 AI챗봇 개발 및 API연동



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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