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MindsLab provides
AI Platform
http://mindslab.ai
Big Data Analytics, Artificial Intelligence, Smart Machine
MindsLab Inc.
โ“’ 2017, MindsLab. All Rights Reserved 2
Key Tech : Voice Recognition based on Deep Learning,
Text Analytics, Chatbot, Big Data
Founded: January, 2014 Fund Raised : US $5M (2015~2016)
Key Solutions : AI Platform
Minds VOC
(Voice of Customer)
Smart Machine
KeyCustomers: LG Electronics
Samsung non-life Insurance
Samsung Electronics America
Locations: South Korea, Silicon Valley, New York
Forbes Asia : 10 South Korean Startups Breaking Out in 2017
AI: MindsLab
Who we are
โ“’ 2017, MindsLab. All Rights Reserved 3
MindsLab is an AI Platform Company
We are a joint-venture company invested by ETRI and PWC
3 locations and 50 professionals.
Global recognition for R&D and AI Solutions
Seoul
Sales & Mkt.
Chuncheon
AI Call Center
New York
Global R&D,
Sales & Mkt
Daejeon
HQ, R&D
Pangyo
R&D, Platform,
Smart Machine
Vancouver
Global
Learning Ctr.
Silicon
Valley
Vision AI R&D
Our Network
Partners
โ€ข Electronics and Telecommunications Research Institute
โ€ข Statistics Dep. Seoul National University
โ€ข Deep Learning Lab. Kangwon University
โ€ข Center of Creative Economy and Innovation
Affiliates
โ€ข MindsLab Inc. in United States
โ€ข InterMinds (Advertisement Technology Company)
โ€ข CallMinds (AI based Contact Center Outsourcing Co.)
Our Resources
Employee 50+
Offices 7
PwC ConsultingFounding Shareholders Investors
(2015)(2016)
Snapshots
โ“’ 2017, MindsLab. All Rights Reserved 4
Top 10 South Korean Startup, Forbes Asia
100 R&D Best Practice Award (2014)
Minister Award, Public Technology
Commercialization (2016)
Ministry of Science ICT and Future
Planning
Exobrain Phase II
From big data to machine
learning to artificial
intelligence, this three-year-
old enterprise service startup
is raking in 2.1 million a year.
It โ€˜s a young but fast-rising
competitor among Koreaโ€™s
advanced technology
startups.
Source: 10 South Korean Startups Breaking Out In 2017, 2017. 1. 17, Elaine Ramirez
โ€œ
Wise QA service, by using texts
and the calls
2017: First use of Wise QA,
tuning and setting up related
infrastructure
AI Startup Network Program
โ“’ 2017, MindsLab. All Rights Reserved 5
MindsLab runs its own education program to raise AI experts
20 tutors completed the program in November, 2016 and 30 tutors in May, 2017
In June of 2017 specialized AI expert program, maum Academy, is open to public
Five bodies work together in order to develop AI eco system and recruit AI startups
AI StartupContest(Jul-Sep)
TechContribution&Investment
AppliedAIProductsandServices
MarketingActivities
1. Company
2-1. AI Platform โ€œmaum.aiโ€
2-2. Minds VOC
2-3. Smart Speaker โ€œASCARโ€
2. Business
CONTENTS
6โ“’ 2017, MindsLab. All Rights Reserved
AI Platform maum.ai
One AI Platform
AI Engine
- AI engine
- Deep Learning
Algorithm
- Machine learning data
- Exo-brain
Deep Learning
Algorithms
-Unsupervised Learning
-Supervised Learning
-Reinforcement Learning
Machine Learning
Data
- Speech corpus
- Natural language corpus
- Conversation corpus
- Service-related data
Exo-brain
-Scalable to self-learning, -
-self-verification and
integrity checking, and
accumulation of
knowledge base
Minds VOC
- AI Call Center (โ€œVirtual
Assistantโ€)
- Real-Time Voice
Recognition (โ€œREVOโ€)
AI Chatbot Service
1. Basic service
2. Affiliate service
3. AI start-up service
Smart Machine
- AI speaker (โ€œASCARโ€)
- Smart toy
- Smart drones
- Robot services
Scalability for various
apps and services
AI
Edification
Commerci-
alization
The Structure of AI Platform
โ“’ 2017, MindsLab. All Rights Reserved 8
Deep Learning algorithm, engines, training data, AI services, and smart machine
Vertical
Market
Application
Smart
Machines
Bot
Platform
Algorithms
Recording
VOC / QC Analysis
AI Finance
AI Contact Center
AI English Education
Deep Learning
And Other algorithms
Machine
Learning
Data
AI Speaker
Smart Toy
Robot/ Drone
Voice Corpus
NLP Corpus
Conversation Corpus
Service related Data
Engines
NLP
Conversational Chatbot
Q&A
Business
AI Engines
โ“’ 2017, MindsLab. All Rights Reserved 9
Maum.ai has Engine Bot and Service Bot
Service bot is the combination of engine bots with contents
EngineBot
ServiceBot
Finance
News
Summary
Bible
Kids
Wiki
VOC
English
Dialogue Act
AnalysisSTT TTS
Natural
Language
Understanding
Word
Embedding
Sentiment
Analysis
STT TTS
Natural
Language
Understanding
English
Education
Combinationof
Engine
Contents
Dialogue
Domain
Analysis
Spoken
Dialogue
Engine
Chat Bot
Question
Answering
DNN
Document
Classification
Machine
Learning
Data
Mining
Predictive
Analysis
Search
Engine
Big Data
Image
Classification
Face
Recognition
Optical
Character
Recognition
Video
Analysis
AI Platform maum.ai
โ“’ 2017, MindsLab. All Rights Reserved 10
Features & Benefits AI Platform maum.ai
Large ecosystem of
all partners, such as
AI corporations, AI Tutors,
and developers
English and Korean
Capacity to expand on
other languages
Use for corporations,
users and developers
Cloud Service
Provide Cloud-based
AI Service
Business
Adaptability
Ecosystem Multi-LanguageEcosystem
AI Platform maum.ai
โ“’ 2017, MindsLab. All Rights Reserved 11
One AI Platform with Minds Lab
AI Platform maum.ai (launchedon March 13th, 2017)
This is how maum.ai is trained
โ“’ 2017, MindsLab. All Rights Reserved 12
Trained with 300 Million sentences and 9.6 Billion words
With this excessive amount of training, maum.ai is progressing continuously
Wiki/News
Data
VoiceData
Intension
Classification
Data
Q&A
Data
AI Service
AI Platform, maum.ai
โ“’ 2017, MindsLab. All Rights Reserved 13
Data Input & Output AI Products & Solutions AI Service
Video
Image
Text /
Emoticon
Audio
Bluetooth,
Speakers,
and smart
microphone
Speech
Recognition
AI Speaker
ASCA
R
Robots,
Drones
Smartphone
and smart
gadget
Messenger
web/app
Enterprise Solutions
MINDs
BOT
Commerce
โ€œConversational
Commerceโ€
MINDs
VA/ATP
MINDs
VOC
Consumer AI products/Services
MINDs
Assistant
AI Personal Assistant
MINDs
RYL
Personalized recording
service
(Record Your Life)
Smart
Machine
Smart speaker, drones
Smart service robot etc.
Contact Center
AI virtual
assistant/tutor
Analysis
VOC Analysis and
speech recognition
Agent Support
System
(MINDs RS)
FAQ News
MINDs
Assistant
Banking Finance
MINDs QC
MINDs RYL
โ€ฆ
Homepage Chatbot
https://youtu.be/lYUx89pWbCY
English Conversation
https://youtu.be/2ovoPmKwxlg
AI Call Center (MINDs VOC)
https://youtu.be/xmz7_iZAyVs
maumis โ€ฆ
โ“’ 2017, MindsLab. All Rights Reserved 14
Understanding the intension and the sentiment of the speaker
Not dependable, but creating its own conversation
Easy to use & Existing code is convertible to the system
Easy to work with other systems(SDS, ExoBrain, HyperNet, DB..
Quick answers & limitless interface
1. Company
2-1. AI Platform โ€œmaum.aiโ€
2-2. Minds VOC
2-3. Smart Speaker โ€œASCARโ€
2. Business
CONTENTS
15โ“’ 2017, MindsLab. All Rights Reserved
Problems & Solutions (MINDs VOC)
โ“’ 2017, MindsLab. All Rights Reserved 16
Manual
Transcription
Delayed
Report
Missing
Information
False
Alarm
Accurate
Reports
Real-time
Detection
Thorough
Analysis
Automatic
Transcription
Application of Minds VOC/QC
โ“’ 2017, MindsLab. All Rights Reserved 17
โ€ข Summarizes the call
โ€ข Categorizes the call by contents
โ€ข Discovers the cause of the
complaints
โ€ข Analyzes causes and common
consumer complaints
โ€ข Investigates aspects on the
complaints to prevent them
โ€ข Compliance Risk Sensor
โ€ข Detects incomplete sales
โ€ข Keyword Analysis on the call
contents
โ€ข Analyzes the conversation
patterns of each agents
โ€ข Reporting/Real-time monitoring
โ€ข Monitors the calls for inappropriate
words and manners
โ€ข Analyzes agents with different
genders, age groups and
background
Inbound
Call
Issue/Risk
Mgmt.
QA
TM Appl.
โ€ข Evaluates ways to improve work
performance
โ€ข Offers product info on different
clientโ€™s need
โ€ข Offers info on the quality of
customer service and sales practice
Operation
improv.
1. Company
2-1. AI Platform โ€œmaum.aiโ€
2-2. Minds VOC
2-3. Smart Speaker โ€œASCARโ€
2. Business
CONTENTS
18โ“’ 2017, MindsLab. All Rights Reserved
SVR Kit
โ“’ 2017, MindsLab. All Rights Reserved 19
Using Deep Learning Technology, SVR(Smart Voice Recognition) Kit is an essential tool for
developing voice recognition products. โ€œIt is the worldโ€™s first portable AI kitโ€
Convenience
๏ƒผ Client can use the services any places with wired or
wireless network
(Ethernet, LTE/ WiFi )
๏ƒผ User-friendly experience
One Solution for developing any types of
voice recognition services
๏ƒผ Peripheral on One board
๏ƒผ Offering wire/ wireless service using AI Platform
๏ƒผ Keyword Spotting
๏ƒผ Voice Recognition Engine on a server
๏ƒผ Acoustic Noise Cancelation
๏ƒผ Acoustic Echo Cancelation
๏ƒผ Applicable to Bluetooth Speaker , Smart toy Robot,
Service Robot , Smart Electronics
๏ƒผ ODM, OEM, Module, Customization
Connected to
Car Audio Systems
Connected to
Bluetooth Speakers
SVR Kit
Smart Phone
Smart Phone Wireless
Broadband Router
Wire
Broadband Router
Human
AUX Out
Voice
ASCAR
โ“’ 2017, MindsLab. All Rights Reserved 20
ASCAR for English Education
โ“’ 2017, MindsLab. All Rights Reserved 21
Available both with scripted and unscripted English conversation
Scripted Conversation
Hello. May I have your
order?
Which hamburger do
you like to order?
Which drink do you
want? We have coke,
sprite and orange
juice
I want to order
a hamburger
Cheese burger,
please
I will choose
sprite
Total cost is twelve
dollars and fifty cents.
To go?
Human
Agent
Hello. I am Jessica
Knock, Knock. Anna
come back later.
Yes. It is very famous
movie.
And I loved it
Do you want to
build a snowman~
Oh you know
Frozen?
How tall are
you?
I am about eighteen
centimeters tall.
Human
Agent
Unscripted
1. Semantic Errors
Find the semantic errors of the speech and offer
suggested answers
Score an Intonation and the Stress of the speech by
comparing with the native speakers
2. Pronunciation Clinic
Translation
โ“’ 2017, MindsLab. All Rights Reserved 22
โ“’ 2017, MindsLab. All Rights Reserved
Please find us at www.mindslab.ai
or
http://www.linkedin.com/company/mindslabai

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[MindsLab] Company Introduction

  • 1. MindsLab provides AI Platform http://mindslab.ai Big Data Analytics, Artificial Intelligence, Smart Machine
  • 2. MindsLab Inc. โ“’ 2017, MindsLab. All Rights Reserved 2 Key Tech : Voice Recognition based on Deep Learning, Text Analytics, Chatbot, Big Data Founded: January, 2014 Fund Raised : US $5M (2015~2016) Key Solutions : AI Platform Minds VOC (Voice of Customer) Smart Machine KeyCustomers: LG Electronics Samsung non-life Insurance Samsung Electronics America Locations: South Korea, Silicon Valley, New York Forbes Asia : 10 South Korean Startups Breaking Out in 2017 AI: MindsLab
  • 3. Who we are โ“’ 2017, MindsLab. All Rights Reserved 3 MindsLab is an AI Platform Company We are a joint-venture company invested by ETRI and PWC 3 locations and 50 professionals. Global recognition for R&D and AI Solutions Seoul Sales & Mkt. Chuncheon AI Call Center New York Global R&D, Sales & Mkt Daejeon HQ, R&D Pangyo R&D, Platform, Smart Machine Vancouver Global Learning Ctr. Silicon Valley Vision AI R&D Our Network Partners โ€ข Electronics and Telecommunications Research Institute โ€ข Statistics Dep. Seoul National University โ€ข Deep Learning Lab. Kangwon University โ€ข Center of Creative Economy and Innovation Affiliates โ€ข MindsLab Inc. in United States โ€ข InterMinds (Advertisement Technology Company) โ€ข CallMinds (AI based Contact Center Outsourcing Co.) Our Resources Employee 50+ Offices 7 PwC ConsultingFounding Shareholders Investors (2015)(2016)
  • 4. Snapshots โ“’ 2017, MindsLab. All Rights Reserved 4 Top 10 South Korean Startup, Forbes Asia 100 R&D Best Practice Award (2014) Minister Award, Public Technology Commercialization (2016) Ministry of Science ICT and Future Planning Exobrain Phase II From big data to machine learning to artificial intelligence, this three-year- old enterprise service startup is raking in 2.1 million a year. It โ€˜s a young but fast-rising competitor among Koreaโ€™s advanced technology startups. Source: 10 South Korean Startups Breaking Out In 2017, 2017. 1. 17, Elaine Ramirez โ€œ Wise QA service, by using texts and the calls 2017: First use of Wise QA, tuning and setting up related infrastructure
  • 5. AI Startup Network Program โ“’ 2017, MindsLab. All Rights Reserved 5 MindsLab runs its own education program to raise AI experts 20 tutors completed the program in November, 2016 and 30 tutors in May, 2017 In June of 2017 specialized AI expert program, maum Academy, is open to public Five bodies work together in order to develop AI eco system and recruit AI startups AI StartupContest(Jul-Sep) TechContribution&Investment AppliedAIProductsandServices MarketingActivities
  • 6. 1. Company 2-1. AI Platform โ€œmaum.aiโ€ 2-2. Minds VOC 2-3. Smart Speaker โ€œASCARโ€ 2. Business CONTENTS 6โ“’ 2017, MindsLab. All Rights Reserved
  • 7. AI Platform maum.ai One AI Platform AI Engine - AI engine - Deep Learning Algorithm - Machine learning data - Exo-brain Deep Learning Algorithms -Unsupervised Learning -Supervised Learning -Reinforcement Learning Machine Learning Data - Speech corpus - Natural language corpus - Conversation corpus - Service-related data Exo-brain -Scalable to self-learning, - -self-verification and integrity checking, and accumulation of knowledge base Minds VOC - AI Call Center (โ€œVirtual Assistantโ€) - Real-Time Voice Recognition (โ€œREVOโ€) AI Chatbot Service 1. Basic service 2. Affiliate service 3. AI start-up service Smart Machine - AI speaker (โ€œASCARโ€) - Smart toy - Smart drones - Robot services Scalability for various apps and services AI Edification Commerci- alization
  • 8. The Structure of AI Platform โ“’ 2017, MindsLab. All Rights Reserved 8 Deep Learning algorithm, engines, training data, AI services, and smart machine Vertical Market Application Smart Machines Bot Platform Algorithms Recording VOC / QC Analysis AI Finance AI Contact Center AI English Education Deep Learning And Other algorithms Machine Learning Data AI Speaker Smart Toy Robot/ Drone Voice Corpus NLP Corpus Conversation Corpus Service related Data Engines NLP Conversational Chatbot Q&A Business
  • 9. AI Engines โ“’ 2017, MindsLab. All Rights Reserved 9 Maum.ai has Engine Bot and Service Bot Service bot is the combination of engine bots with contents EngineBot ServiceBot Finance News Summary Bible Kids Wiki VOC English Dialogue Act AnalysisSTT TTS Natural Language Understanding Word Embedding Sentiment Analysis STT TTS Natural Language Understanding English Education Combinationof Engine Contents Dialogue Domain Analysis Spoken Dialogue Engine Chat Bot Question Answering DNN Document Classification Machine Learning Data Mining Predictive Analysis Search Engine Big Data Image Classification Face Recognition Optical Character Recognition Video Analysis
  • 10. AI Platform maum.ai โ“’ 2017, MindsLab. All Rights Reserved 10 Features & Benefits AI Platform maum.ai Large ecosystem of all partners, such as AI corporations, AI Tutors, and developers English and Korean Capacity to expand on other languages Use for corporations, users and developers Cloud Service Provide Cloud-based AI Service Business Adaptability Ecosystem Multi-LanguageEcosystem
  • 11. AI Platform maum.ai โ“’ 2017, MindsLab. All Rights Reserved 11 One AI Platform with Minds Lab AI Platform maum.ai (launchedon March 13th, 2017)
  • 12. This is how maum.ai is trained โ“’ 2017, MindsLab. All Rights Reserved 12 Trained with 300 Million sentences and 9.6 Billion words With this excessive amount of training, maum.ai is progressing continuously Wiki/News Data VoiceData Intension Classification Data Q&A Data AI Service
  • 13. AI Platform, maum.ai โ“’ 2017, MindsLab. All Rights Reserved 13 Data Input & Output AI Products & Solutions AI Service Video Image Text / Emoticon Audio Bluetooth, Speakers, and smart microphone Speech Recognition AI Speaker ASCA R Robots, Drones Smartphone and smart gadget Messenger web/app Enterprise Solutions MINDs BOT Commerce โ€œConversational Commerceโ€ MINDs VA/ATP MINDs VOC Consumer AI products/Services MINDs Assistant AI Personal Assistant MINDs RYL Personalized recording service (Record Your Life) Smart Machine Smart speaker, drones Smart service robot etc. Contact Center AI virtual assistant/tutor Analysis VOC Analysis and speech recognition Agent Support System (MINDs RS) FAQ News MINDs Assistant Banking Finance MINDs QC MINDs RYL โ€ฆ Homepage Chatbot https://youtu.be/lYUx89pWbCY English Conversation https://youtu.be/2ovoPmKwxlg AI Call Center (MINDs VOC) https://youtu.be/xmz7_iZAyVs
  • 14. maumis โ€ฆ โ“’ 2017, MindsLab. All Rights Reserved 14 Understanding the intension and the sentiment of the speaker Not dependable, but creating its own conversation Easy to use & Existing code is convertible to the system Easy to work with other systems(SDS, ExoBrain, HyperNet, DB.. Quick answers & limitless interface
  • 15. 1. Company 2-1. AI Platform โ€œmaum.aiโ€ 2-2. Minds VOC 2-3. Smart Speaker โ€œASCARโ€ 2. Business CONTENTS 15โ“’ 2017, MindsLab. All Rights Reserved
  • 16. Problems & Solutions (MINDs VOC) โ“’ 2017, MindsLab. All Rights Reserved 16 Manual Transcription Delayed Report Missing Information False Alarm Accurate Reports Real-time Detection Thorough Analysis Automatic Transcription
  • 17. Application of Minds VOC/QC โ“’ 2017, MindsLab. All Rights Reserved 17 โ€ข Summarizes the call โ€ข Categorizes the call by contents โ€ข Discovers the cause of the complaints โ€ข Analyzes causes and common consumer complaints โ€ข Investigates aspects on the complaints to prevent them โ€ข Compliance Risk Sensor โ€ข Detects incomplete sales โ€ข Keyword Analysis on the call contents โ€ข Analyzes the conversation patterns of each agents โ€ข Reporting/Real-time monitoring โ€ข Monitors the calls for inappropriate words and manners โ€ข Analyzes agents with different genders, age groups and background Inbound Call Issue/Risk Mgmt. QA TM Appl. โ€ข Evaluates ways to improve work performance โ€ข Offers product info on different clientโ€™s need โ€ข Offers info on the quality of customer service and sales practice Operation improv.
  • 18. 1. Company 2-1. AI Platform โ€œmaum.aiโ€ 2-2. Minds VOC 2-3. Smart Speaker โ€œASCARโ€ 2. Business CONTENTS 18โ“’ 2017, MindsLab. All Rights Reserved
  • 19. SVR Kit โ“’ 2017, MindsLab. All Rights Reserved 19 Using Deep Learning Technology, SVR(Smart Voice Recognition) Kit is an essential tool for developing voice recognition products. โ€œIt is the worldโ€™s first portable AI kitโ€ Convenience ๏ƒผ Client can use the services any places with wired or wireless network (Ethernet, LTE/ WiFi ) ๏ƒผ User-friendly experience One Solution for developing any types of voice recognition services ๏ƒผ Peripheral on One board ๏ƒผ Offering wire/ wireless service using AI Platform ๏ƒผ Keyword Spotting ๏ƒผ Voice Recognition Engine on a server ๏ƒผ Acoustic Noise Cancelation ๏ƒผ Acoustic Echo Cancelation ๏ƒผ Applicable to Bluetooth Speaker , Smart toy Robot, Service Robot , Smart Electronics ๏ƒผ ODM, OEM, Module, Customization Connected to Car Audio Systems Connected to Bluetooth Speakers SVR Kit Smart Phone Smart Phone Wireless Broadband Router Wire Broadband Router Human AUX Out Voice
  • 20. ASCAR โ“’ 2017, MindsLab. All Rights Reserved 20
  • 21. ASCAR for English Education โ“’ 2017, MindsLab. All Rights Reserved 21 Available both with scripted and unscripted English conversation Scripted Conversation Hello. May I have your order? Which hamburger do you like to order? Which drink do you want? We have coke, sprite and orange juice I want to order a hamburger Cheese burger, please I will choose sprite Total cost is twelve dollars and fifty cents. To go? Human Agent Hello. I am Jessica Knock, Knock. Anna come back later. Yes. It is very famous movie. And I loved it Do you want to build a snowman~ Oh you know Frozen? How tall are you? I am about eighteen centimeters tall. Human Agent Unscripted 1. Semantic Errors Find the semantic errors of the speech and offer suggested answers Score an Intonation and the Stress of the speech by comparing with the native speakers 2. Pronunciation Clinic
  • 22. Translation โ“’ 2017, MindsLab. All Rights Reserved 22
  • 23. โ“’ 2017, MindsLab. All Rights Reserved Please find us at www.mindslab.ai or http://www.linkedin.com/company/mindslabai