Stakeholders: 
Data Science, Design, Product, Technology. 
Long term goal:
 To offer a relevant and personalised experience for customers.
Success metrics:
Ways of working
Feedback
Customer satisfaction
Daily active customers
Product views
Session time
Returns
Map:
 As a Customer, I want to see relevant products, so that browsing is based on my preferences.
Start > Discover > Browse > Add to Bag > Checkout > Receive Items > Keep Items
How Might We Opportunities:
HMW/ use a test and learn framework with machine learning features?
HMW/ help customers share their preferences?
HMW/ integrate personalisation into the happy path?
HMW/ manage data and privacy policy?
Prototypes:
Applications for iOS, Android & Web.
Outcomes:
Design Sprint. Interview with 5 customers. Developed a test and learn framework. Updated the customer experience with personalisation features. Tested models based on brand, last bought, category and colour. Introduced onboarding features to capture data.

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