2. • Find modular technologies – start small, build
gradually
• Go beyond sales& marketing areas
• Combine AI features to reach maximum value
Actionable Takeaways from this session:
4. Why queuing in Rossmann stores is a problem?
• Multi-task staff
• Queueing critical for
customer experience
• High rate of impulse
shopping
5. Queueing problems not limited to convenience stores
Offline customers demand online-like experience!
6. Queue Management boosts conversion rates and revenues
Calculation based on the analysis of two months data of 100k + visitors at Rossmann stores.
In a typical retail store:
● open 6 days a week
● 1,000 -2,000 customers/day
● $ 10-20 basket value
● 1/3 of queues longer than
optimal
Reducing long queues to 3-4
customers brings:
● 6,8 % weighted conversion
rate growth
● Revenue increase: >$600 per
day ($180k per year)
● Return on investment: 7-10x
11. About the technology
QUEUE MANAGEMENT WITH ANONYMIZATION
Head/Face/Body
detection
Real-time
anonymization
Age and gender
detection
Person
re-identification