Panachit Kittipanya-ngam, PhD CEO, AccRevo · Of VC investment in 2017 of $155bn. Artificial...
Transcript of Panachit Kittipanya-ngam, PhD CEO, AccRevo · Of VC investment in 2017 of $155bn. Artificial...
Panachit Kittipanya-ngam, PhDCEO, AccRevo
A Brief History of Neural Network
Source:DEVIEW2015 : implementing deep learning using cu dnnhttps://www.slideshare.net/mobile/deview/251-implementing-deep-learning-using-cu-dnn?from_m_app=ios
SensorData&Actuators
Information
Knowledge
Intelli-gence
Comprehension
Perception
Inference
DeepLearningTelecommunicationInternetofThings
PHYSICALDIGITAL
Of VC investment in 2017 of$155bn.
Artificial intelligence (AI) and machine learning (ML)
$6bn in 2016
$12bn in 2017
$36.8 bn in 2025
Tractica defines AI as an information system that is inspired by a biological system designed to give computers the human-like abilities of hearing, seeing,
reasoning, and learning. AI has applications and use cases in almost every industry vertical and is considered the next big
technological shift.
MarketValueForecast
Out of the top 10 use cases,
60% of the use cases are related to big data
40% are related to image or object recognition, which is a good high-level characterization of how the market is expected to shape up.
Why do we need AI?
Original:CURRENTACCOUNTINGCOMPANYWORKFLOW
ราคาค่าบริการ
เวลาที-ใช ้ในการปิดบัญชีประจําปี
ความผ ิดพลาดจาก human errors
เอกสารในการจัดทํา
เริ-มต ้นที - 3,000 บาท
(IncludeSoftware)
New:AccRevo BOOKKEEPINGANDE-WORKFLOW
1MONTH 1MONTH 2-3DAYS 1DAYS
หลังจากส่งเอกสารประมาณ1 เด ือน
หลังจากส่งเอกสารประมาณ1 สัปดาห์
MAIN FLOW : approx. 1,000 Transaction/year
สูงกว่า
ตํ-ากว่า
Loads ofAccountingDocument
Fully Digital(Paperless)
1DAYS1MONTH 1DAY3DAYS
เริ-มต ้นที - 3,000 บาท ขึ Gนไป
(ExcludeSoftware)
YearlyReport
MonthlyReport
Why do we need AI?
• Increase Productivity• Managing Business Cost• New Revenue Opportunities• Scalable Operations
DATA is
NEWOIL
©2018AccRevo.com 16
Employment Change
Low-income Labour(Input data)
High-income Wisdom Worker(Analyzing data)
Low-income Labour(Operation)
High-income(Management)
Agriculture Chatbot CognitiveComputation
DataAnalytics Financial Education
InternetofThings Marketing MachineVision
Source:BangkokAIhttps://medium.com/@bangkok_56360/bangkok-ai-ecosystem-a27c1e7edd48
Source:http://ibuyireview.com/low-hanging-fruit-how-im-getting-fat-eating-it
LowHangingFruitsCanwegoDEEPER?
Chatbots/DialogSystem/Sales/Marketing
Computervision,andCoreAIinhealthcare/education/manufacturinglegal/insurance/enterprise/industries
5G Use Cases
The5GInfrastructurePublicPrivatePartnership+ IOT + AI + Blockchain
ThenextTRIGGER couldbe
THANK YOU
• WeseethisdailyinourAsgarddealflow.Currently,mostAIstartupsaresolving“low-hangingfruit”problemsincommunication(anarmyofchatbotsanddialogsystems),sales,andmarketing.Thosearethethreemainverticalsglobally,andnocountryisoutofthenorm.
• We’rehappytoseethathealthcare,computervision,andcoreAIarealsostrongverticalsforappliedAI.
• However,we’remildlydisappointedtodiscoveralackofAIcompaniesformanufacturing,education,anddisruptionoflegal/insurance/enterpriseindustries.Wehopetoseeourgenerationofentrepreneursmovingpasteasierprojectstotacklecomplex(andmoreimportant)challenges
Outline
• Trigger:Digital/Communication/DeepLearning• DigitalAge• AIisgettingalotofattentionsandinvestment• Whydoweneedtogodigital?• AIecosystem• StartupEcosystem• Replacinghuman?• Findyourvalue!