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Data Products for
Mobile Commerce in
Real-time and Real-life
Hồng, ÔNG Xuân - Senior Data Scientist @ Hoa Sen Viet Group
hong.ox@hsvgroup.com.vn
03-06-2022
Evolution of Customer Experiences
Source: Digital
Customer Service -
Transforming Customer
Experience for an
On-Screen world
Source: Conversations 2022 Keynote
Source: Conversations 2022 Keynote
What do these numbers mean?
● 7+ years swimming in data @
● A Researcher, Engineer and Blogger
A little bit about Hoa Sen Viet Group
HSV Digital Transformation
● Enhance Customer Experience (CX)
● Enhance Employee Experience
● Building New Business Models
How HSV leverage Data Products for Mobile Commerce?
How HSV leverage Data Products for Mobile Commerce?
Quick
Source: Quick commerce pioneering the next generation of delivery
Real-Life
1st: Data Team
Vision
● Reliable and Agile data platform
● Data University
Core values
● Data in real-time, accurate, and have insights.
● Agile: flexible, adaptive, and improvement.
● Back-bone of business: data-driven decision making, intelligence, and
automation.
● Data teams must apply product thinking to the datasets that they provide.
● Apply aGiLe and make it live in the DNA of the company.
● Datasets are products with customers
○ You
○ Customers
○ Business users
○ Partners
○ Developers
○ Data scientists, ML engineers
Data products mindset
1. Integrate data from any sources with Speed and Quality
● The entire organization needs to be enabled to work with data (i.e. know how
to “Drive” the data via Data university).
● From in-store associates and supply chain managers to marketing and
business analysts, equipping everyone with a common ground to work on
projects together
2nd: Get more people involved
● Being where your customers are
● Showing them you know what they need
● And you need to do it FAST!!
3rd: Know Your Customer
2. Personalized Experience
Collaboration
● Live Observation
Communication
● Messaging via social media
● Messaging via email
Automation
● Chatbots
● Invitations to interact
Real-Life
You need to do it seamlessly
● Online to Offline
● Click and Collect
Real-Life
IRL
Offline
Frontline
IRT
Online
Backend
Data products 2022
Rocket 1H Tôi biết tuốt Tôi tự lo
Bớt Bi Ai HSV Circle
Improving decision-making Understanding customers
and markets
Improving business
processes
Creating better products
Creating better services
Understanding customers
and markets
● Customer analytics
● Market insights
● Churn prediction
● Sentiment Analysis
Data products 2022
Rocket 1H Tôi biết tuốt Tôi tự lo
Bớt Bi Ai HSV Circle
Improving decision-making Improving business
processes
Creating better products
Creating better services
Data products 2022
Rocket 1H Tôi biết tuốt Tôi tự lo
Bớt Bi Ai HSV Circle
Improving decision-making
● Financial analytics
● Campaign analytics
● Products analytics
● Inventory analytics
● Store performance
Understanding customers
and markets
Improving business
processes
Creating better products
Creating better services
Data products 2022
Rocket 1H Tôi biết tuốt Tôi tự lo
Bớt Bi Ai HSV Circle
Improving decision-making Understanding customers
and markets
Improving business
processes
Creating better products
Creating better services
● Demand forecast
● Stock prediction
● Analyze Navigation
→ Real-time inventory management
● What products will be
best-sellers in three
months?
● Which areas should products
be shipped and in what
quantities?
● Based on different
forecasting scenarios using
transaction datasets, product
metadata, point of sale
information, seasonal event
data, and more.
Demand Forecasting
Period review with reorder point and fixed order quantity: “Order 10
pieces every 4 days only if inventory level reaches 5 pieces.”
Data products 2022
Rocket 1H Tôi biết tuốt Tôi tự lo
Bớt Bi Ai HSV Circle
Improving decision-making Improving business
processes
● Workflow
automation
Understanding customers
and markets
Creating better products
Creating better services
Creating better products
● Recommendations
Engines
● Pricing optimization
● Visual Search
● Chatbots
● Omni channel chat
Data products 2022
Rocket 1H Tôi biết tuốt Tôi tự lo
Bớt Bi Ai HSV Circle
Improving decision-making Understanding customers
and markets
Improving business
processes
Creating better services
You will lose 62% Gen Z customers if you do nothing.
Why Quick commerce is a must and not nice to have.
Data products mindset and business use cases will transform your business.
Real-time backend and Real-life frontline can enhance customer experience.
Key takeaways
What’s next?
Store traffic analytics
Source: https://retailnext.net/
VR Live observation
Source: L'Oréal's Modiface Brings AI-powered Virtual Makeup Try-on To Amazon
Visual Search
Source: Snapchat-And-Amazon-Visual-Search-Barcode
You love to build many data products instead of one.
Your compassion is to see the transformation of business 0 → 1.
You love to see your contributions impact the business.
Get your hands dirty with state-of-the-art technologies.
Opportunity to growth beyond the wave of changes.
Welcome all junior to senior DE, DS and DA.
Why join us today?
Inbox: hong.ox@hsvgroup.com.vn
THANK YOU

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Data Products for Mobile Commerce in Real-time and Real-life.pdf

  • 1. Data Products for Mobile Commerce in Real-time and Real-life Hồng, ÔNG Xuân - Senior Data Scientist @ Hoa Sen Viet Group hong.ox@hsvgroup.com.vn 03-06-2022
  • 2. Evolution of Customer Experiences Source: Digital Customer Service - Transforming Customer Experience for an On-Screen world
  • 4. Source: Conversations 2022 Keynote What do these numbers mean?
  • 5. ● 7+ years swimming in data @ ● A Researcher, Engineer and Blogger
  • 6. A little bit about Hoa Sen Viet Group
  • 7. HSV Digital Transformation ● Enhance Customer Experience (CX) ● Enhance Employee Experience ● Building New Business Models
  • 8. How HSV leverage Data Products for Mobile Commerce?
  • 9. How HSV leverage Data Products for Mobile Commerce? Quick
  • 10. Source: Quick commerce pioneering the next generation of delivery
  • 12. 1st: Data Team Vision ● Reliable and Agile data platform ● Data University Core values ● Data in real-time, accurate, and have insights. ● Agile: flexible, adaptive, and improvement. ● Back-bone of business: data-driven decision making, intelligence, and automation.
  • 13. ● Data teams must apply product thinking to the datasets that they provide. ● Apply aGiLe and make it live in the DNA of the company. ● Datasets are products with customers ○ You ○ Customers ○ Business users ○ Partners ○ Developers ○ Data scientists, ML engineers Data products mindset
  • 14. 1. Integrate data from any sources with Speed and Quality
  • 15. ● The entire organization needs to be enabled to work with data (i.e. know how to “Drive” the data via Data university). ● From in-store associates and supply chain managers to marketing and business analysts, equipping everyone with a common ground to work on projects together 2nd: Get more people involved
  • 16. ● Being where your customers are ● Showing them you know what they need ● And you need to do it FAST!! 3rd: Know Your Customer
  • 17. 2. Personalized Experience Collaboration ● Live Observation Communication ● Messaging via social media ● Messaging via email Automation ● Chatbots ● Invitations to interact Real-Life
  • 18. You need to do it seamlessly ● Online to Offline ● Click and Collect
  • 20. Data products 2022 Rocket 1H Tôi biết tuốt Tôi tự lo Bớt Bi Ai HSV Circle Improving decision-making Understanding customers and markets Improving business processes Creating better products Creating better services
  • 21. Understanding customers and markets ● Customer analytics ● Market insights ● Churn prediction ● Sentiment Analysis Data products 2022 Rocket 1H Tôi biết tuốt Tôi tự lo Bớt Bi Ai HSV Circle Improving decision-making Improving business processes Creating better products Creating better services
  • 22. Data products 2022 Rocket 1H Tôi biết tuốt Tôi tự lo Bớt Bi Ai HSV Circle Improving decision-making ● Financial analytics ● Campaign analytics ● Products analytics ● Inventory analytics ● Store performance Understanding customers and markets Improving business processes Creating better products Creating better services
  • 23. Data products 2022 Rocket 1H Tôi biết tuốt Tôi tự lo Bớt Bi Ai HSV Circle Improving decision-making Understanding customers and markets Improving business processes Creating better products Creating better services ● Demand forecast ● Stock prediction ● Analyze Navigation → Real-time inventory management
  • 24. ● What products will be best-sellers in three months? ● Which areas should products be shipped and in what quantities? ● Based on different forecasting scenarios using transaction datasets, product metadata, point of sale information, seasonal event data, and more. Demand Forecasting Period review with reorder point and fixed order quantity: “Order 10 pieces every 4 days only if inventory level reaches 5 pieces.”
  • 25. Data products 2022 Rocket 1H Tôi biết tuốt Tôi tự lo Bớt Bi Ai HSV Circle Improving decision-making Improving business processes ● Workflow automation Understanding customers and markets Creating better products Creating better services
  • 26. Creating better products ● Recommendations Engines ● Pricing optimization ● Visual Search ● Chatbots ● Omni channel chat Data products 2022 Rocket 1H Tôi biết tuốt Tôi tự lo Bớt Bi Ai HSV Circle Improving decision-making Understanding customers and markets Improving business processes Creating better services
  • 27. You will lose 62% Gen Z customers if you do nothing. Why Quick commerce is a must and not nice to have. Data products mindset and business use cases will transform your business. Real-time backend and Real-life frontline can enhance customer experience. Key takeaways
  • 29. Store traffic analytics Source: https://retailnext.net/
  • 30. VR Live observation Source: L'Oréal's Modiface Brings AI-powered Virtual Makeup Try-on To Amazon
  • 32. You love to build many data products instead of one. Your compassion is to see the transformation of business 0 → 1. You love to see your contributions impact the business. Get your hands dirty with state-of-the-art technologies. Opportunity to growth beyond the wave of changes. Welcome all junior to senior DE, DS and DA. Why join us today? Inbox: hong.ox@hsvgroup.com.vn