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...
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Panachit Kittipanya-ngam, PhDCEO, AccRevo
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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
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SensorData&Actuators
Information
Knowledge
Intelli-gence
Comprehension
Perception
Inference
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DeepLearningTelecommunicationInternetofThings
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PHYSICALDIGITAL
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Of VC investment in 2017 of$155bn.
Artificial intelligence (AI) and machine learning (ML)
$6bn in 2016
$12bn in 2017
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$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
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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.
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Why do we need AI?
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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
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Why do we need AI?
• Increase Productivity• Managing Business Cost• New Revenue Opportunities• Scalable Operations
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DATA is
NEWOIL
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©2018AccRevo.com 16
Employment Change
Low-income Labour(Input data)
High-income Wisdom Worker(Analyzing data)
Low-income Labour(Operation)
High-income(Management)
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Agriculture Chatbot CognitiveComputation
DataAnalytics Financial Education
InternetofThings Marketing MachineVision
Source:BangkokAIhttps://medium.com/@bangkok_56360/bangkok-ai-ecosystem-a27c1e7edd48
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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
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5G Use Cases
The5GInfrastructurePublicPrivatePartnership+ IOT + AI + Blockchain
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ThenextTRIGGER couldbe
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THANK YOU
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• 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
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Outline
• Trigger:Digital/Communication/DeepLearning• DigitalAge• AIisgettingalotofattentionsandinvestment• Whydoweneedtogodigital?• AIecosystem• StartupEcosystem• Replacinghuman?• Findyourvalue!