[mindslab] company introduction
TRANSCRIPT
MindsLab provides AI Platform
http://mindslab.ai
Big Data Analytics, Artificial Intelligence, Smart Machine
MindsLab Inc.
ⓒ 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
Key Customers : 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
ⓒ 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
• Electronics and Telecommunications Research Institute
• Statistics Dep. Seoul National University
• Deep Learning Lab. Kangwon University
• Center of Creative Economy and Innovation
Affiliates
• MindsLab Inc. in United States
• InterMinds (Advertisement Technology Company)
• CallMinds (AI based Contact Center Outsourcing Co.)
Our Resources
Employee 50+
Offices 7
PwC Consulting Founding Shareholders Investors (2015) (2016)
Snapshots
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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 ‘s a young but fast-rising competitor among Korea’s advanced technology startups.
Source: 10 South Korean Startups Breaking Out In 2017, 2017. 1. 17, Elaine Ramirez
“ 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
ⓒ 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 Startup Contest (Jul- Sep)
Tech Contribution & Investment
Applied AI Products and Services
Marketing Activities
1. Company
2-1. AI Platform “maum.ai”
2-2. Minds VOC
2-3. Smart Speaker “ASCAR”
2. Business
CONTENTS
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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 (“Virtual
Assistant”)
- Real-Time Voice
Recognition (“REVO”)
AI Chatbot Service
1. Basic service
2. Affiliate service
3. AI start-up service
Smart Machine
- AI speaker (“ASCAR”)
- Smart toy
- Smart drones
- Robot services
Scalability for various
apps and services
AI
Edification
Commerci-
alization
The Structure of AI Platform
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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
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Maum.ai has Engine Bot and Service Bot Service bot is the combination of engine bots with contents
Engine Bot
Service Bot
Finance
News Summary
Bible
Kids
Wiki
VOC
English
Dialogue Act Analysis STT TTS
Natural Language
Understanding
Word Embedding
Sentiment Analysis
STT TTS Natural
Language Understanding
English Education
Combination of 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
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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-Language Ecosystem
AI Platform maum.ai
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One AI Platform with Minds Lab
AI Platform maum.ai (launched on March 13th, 2017)
This is how maum.ai is trained
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Trained with 300 Million sentences and 9.6 Billion words With this excessive amount of training, maum.ai is progressing continuously
Wiki/News Data
Voice Data Intension
Classification Data
Q&A Data
AI Service
AI Platform, maum.ai
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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
“Conversational Commerce”
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
…
Homepage Chatbot https://youtu.be/lYUx89pWbCY
English Conversation https://youtu.be/2ovoPmKwxlg
AI Call Center (MINDs VOC)
https://youtu.be/xmz7_iZAyVs
maum is …
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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 “maum.ai”
2-2. Minds VOC
2-3. Smart Speaker “ASCAR”
2. Business
CONTENTS
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Problems & Solutions (MINDs VOC)
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Manual Transcription
Delayed Report
Missing Information
False Alarm
Accurate Reports
Real-time Detection
Thorough Analysis
Automatic Transcription
Application of Minds VOC/QC
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• Summarizes the call
• Categorizes the call by contents
• Discovers the cause of the complaints
• Analyzes causes and common consumer complaints
• Investigates aspects on the complaints to prevent them
• Compliance Risk Sensor
• Detects incomplete sales
• Keyword Analysis on the call contents
• Analyzes the conversation patterns of each agents
• Reporting/Real-time monitoring
• Monitors the calls for inappropriate words and manners
• Analyzes agents with different genders, age groups and background
Inbound Call
Issue/Risk Mgmt.
QA
TM Appl.
• Evaluates ways to improve work performance
• Offers product info on different client’s need
• Offers info on the quality of customer service and sales practice
Operation improv.
1. Company
2-1. AI Platform “maum.ai”
2-2. Minds VOC
2-3. Smart Speaker “ASCAR”
2. Business
CONTENTS
18 ⓒ 2017, MindsLab. All Rights Reserved
SVR Kit
ⓒ 2017, MindsLab. All Rights Reserved 19
Using Deep Learning Technology, SVR(Smart Voice Recognition) Kit is an essential tool for developing voice recognition products. “It is the world’s first portable AI kit”
Convenience
Client can use the services any places with wired or
wireless network
(Ethernet, LTE/ WiFi )
User-friendly experience
One Solution for developing any types of
voice recognition services
Peripheral on One board
Offering wire/ wireless service using AI Platform
Keyword Spotting
Voice Recognition Engine on a server
Acoustic Noise Cancelation
Acoustic Echo Cancelation
Applicable to Bluetooth Speaker , Smart toy Robot,
Service Robot , Smart Electronics
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
ⓒ 2017, MindsLab. All Rights Reserved 20
ASCAR for English Education
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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
ⓒ 2017, MindsLab. All Rights Reserved 22
ⓒ 2017, MindsLab. All Rights Reserved
Please find us at www.mindslab.ai or
http://www.linkedin.com/company/mindslabai