"No one is harder on a talented person than the person themselves" - Linda Wilkinson ; "Trust your guts and don't follow the herd" ; "Validate direction not destination" ;
Showing posts with label Covid. Show all posts
Showing posts with label Covid. Show all posts

May 14, 2020

Notes - Webinar - The Role of Digital Product Identity in Fashion Digital Transformation

Key Notes
  • Customers make well-informed decisions
  • Customer use digital platforms to validate their thoughts
  • Website, Social media content helps to connect during a crisis situation
  • Digital lies on top of the supply chain of the product
  • Customers get access to both digital/physical product
  • Advertisement, Social media images are digital assets
  • All information related to products categorized as Assets, Information, and Projects
  • Platform for management of products, catalog, prices
  • As the product evolves the digital assets also evolve with time
  • AI is accelerating with COVID situation
  • Speaker from Company - Link









Keep Thinking!!!

May 12, 2020

Learning Notes - Coresight Classroom: Retail Business Models Evolution in China Under COVID-19

This was a useful webinar. It showed examples in China in new forms of business, innovation, going digital, patterns of shopping.

Trend #1 - Livestreaming for consumer experience
Most of the businesses have moved online integrating a live stream shopping experience. This is more of connected / virtual and contactless shopping
  • Starbucks - Contactless delivery in China
  • Most innovation during crisis - Restaurants
  • Whatsapp for buying/selling
  • Whatsapp groups 

Retailers


                                                                       Shopping Malls



Luxury brands going digital
  •  Luxury brands opened flagship stores online


Restaurants going live for ordering/enhance customer confidence
  • Restaurant to see online and buy through platform

Trend #2 - Older users going Digital

Trend #3 - Local brands emerged as preferred suppliers / Conservative / Sentiment to support local industries
Trend #4 - Offerings for stay-home situations

Trend #5 - Consolidate CRM instead of fancy marketing / New Post COVID World



Keep Thinking!!!

May 11, 2020

Invisible Risk

A quick read of two articles provides good insights on mediums of contracting risk and areas applicable in different domains.

Article1 - Link
Contracting coronavirus
  • High touch surfaces like door handles, elevator buttons 
  • Cough - 3,000 droplets and droplets travels at 50 miles per hour, Washroom, Foodcourt
  • Sneeze - 30,000 droplets, up to 200 miles per hour
  • Breath - releases 50 - 5000 droplets
Successful Infection = Exposure to Virus x Time

Article2 - Link
Mitigate / Safety Precautions
Retail
  • High touch surfaces - doors, shopping carts, self-checkout counters, billing machine
  • Conversations - Customer to Customer, Customer to Cashier, Customer to Shopper associates
Manufacturing
  • High touch surfaces - CNC machines, parts, assembly, inspection
  • Conversations - Coordination between workers, Inspection, Assembly
Warehouses
  • High touch surfaces - RFID readers, cartons, products, packaged items
  • Conversations - Coordination between workers, shipment, returns
Reality is harder than this. Hope this learning creates more awareness on health and safety.

Reality Check - Link

Keep Thinking!!!

May 08, 2020

Predicting the Future: Retail's New World - The Parker Avery Group

  • Historical models will be compromised. Allocation, Replenishment and Demand Forecasting
  • Learn - Recover - Evolve
  • Preparing ourself for next time, learn to recover from the current situation

Learning
  • Store closures 
  • A significant difference in sales patterns
  • 2018 vs 2019 vs 2020
  • Execution systems, Replenishment, Forecasting, Automated purchase orders, time-series approaches 
  • Forecasts systems need intervention 
  • Analytical systems haven't seen such situations

Recover
  • Reassess the demand
  • Validate Forecasting Numbers / Adjust according to the market situation
  • Sales mix will look very different at category/class/subclass level
  • Trust your gut feeling
  • Having a cross-functional team that understands the demand/operations/foot traffic. All functions planning, fulfillment, store managers work together. Retail community learn from each other
  • Test and Learn for short term
  • Forecast for shorter timelines and estimate the accuracy of models 
  • How long reduced sales will continue depends on several factors / economic conditions
  • Ensure data is in the best shape to capture the trends
  • Identify signals in short / medium / long term
  • Understand sales mix identified online and bring it back to offline stores
  • Do not open all stores at once
Evolve
  • Go beyond time series, Decision Trees / Deep Learning to include hierarchy/location attributes / COVID parameters/impact - Look at short term / long term forecasts. Supplement with newer features
  • Supply Chain - Ensure inventory is in place during the crisis situations. 

Time
  • How long mitigation process will take?
  • Shorter the better
  • Start with easy mitigation strategies
  • Video - Faster responses / Right time to invest
  • Make existing systems smarter (Intuitive)
  • Sales are going to be down, the sales mix will be different. Have a rolling sales mix
Learn from current disruption to prepare for the next disruption

Keep Thinking!!!

May 07, 2020

IHL Retail Webinar

Speaker - Greg Buzek (Greg Buzek is the Founder and President of IHL Group)

Data Perspectives
  • Don't sensationalize data
  • Look data in the context of region / local culture




Recovery Path 
  • Horrible Q1 / Q2 until 2021
  • Recovery for each region has several dependent factors like 
  • Recovery Models / Stimulus packages / Gas prices
  • Stores may reopen in Chunks 10%, 20% in incremental levels



Post-Covid
  • Increased Mobile Payments / DBT
  • Digital Transactions Adoption
  • New store formats 
  • Rise of frictionless stores
  • Autonomous Retail Environment









I disagree a bit here, RFID is an expensive investment compared to AI / ML solutions. In this current situation, RFID requires high initial investment costs. This makes it the right spot for AI / ML-based solutions

Keep Thinking!!!