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!