A rapid response to COVID-19 supply chain and market shocks: Emerge from the crisis stronger
Ilya Katsov
Apr 06, 2020 • 18 min read
Omnichannel Commerce
Modern omnichannel commerce model includes an extremely wide range of concerns from omni channel marketing and customer intelligence management, to supply chain pricing and promotion and emotional intelligence customer service. At Grid Dynamics, we use state-of-the-art computer vision and image understanding, natural language processing open source tools, dynamic pricing in supply chain, and many other methods to tackle these challenges. In this part of our Insights portal, we present our latest thinking on various aspects of omnichannel commerce including omni channel business strategies, customer intelligence strategies, supply chain pricing products, user interfaces, and data engineering and analytics.
Omnichannel Commerce
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Irina Panchenko
May 20, 2021 • 15 min read
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Designing Point Based Loyalty Programs That Work
Irina Panchenko
May 20, 2021 • 15 min read
In this article, we review the main attributes of loyalty programs such as customer profiles, points and rewards types and many many more. We got a clarity of what business input is required to design a loyalty program, business rules and strategies should be clearly defined....
Strategy
Unified commerce: Making the most of a true omnichannel experience
Max Martynov
Feb 03, 2020 • 7 min read
Digital transformation requires new technology partnerships and Agile co-innovation
Max Martynov
Dec 30, 2019 • 11 min read
A modern UI and mobile app redesign launches retailer into the future
Max Martynov
Aug 14, 2019 • 6 min read
Android or iOS for retail? You need both!
Max Martynov
Jul 24, 2019 • 6 min read
Blockchain technology in retail: loyalty programs and beyond
Vladimir Kondraschenko
May 24, 2018 • 10 min read
Using geofence marketing & Bluetooth beacons to improve offline sales
Nikolay Khokhlienkov
Mar 23, 2017 • 5 min read
Why e-commerce search engines must be aware of inventory
Ivan Mamontov
Dec 12, 2016 • 10 min read
User Interfaces
A low mobile app rating leaves money on the table
Max Martynov
Sep 19, 2019 • 4 min read
The next big thing in customer service, a deep learning question-answering system
Mariia Fedorova
Sep 04, 2019 • 6 min read
A low crash rate is the key to a high mobile app rating
Max Martynov
Aug 29, 2019 • 4 min read
How to build a DIY Magic Mirror out of commodity hardware and augmented reality APIs
Victor Chistyakov
Feb 22, 2018 • 8 min read
How ARKit and ARCore recognize vertical planes despite limited depth perception
Egor Zubkov
Jan 10, 2018 • 7 min read
Introducing augmented reality for e-commerce
Dmitry Sumtsov
Dec 05, 2017 • 8 min read
Chatbots in retail: chatbot technology and architecture advance
Anton Ovchinnikov
Jan 10, 2017 • 7 min read
Systems and Services
WSO2 vs GraphQL: overview and comparison of open source API management products
Anna Muslimova
Mar 23, 2020 • 27 min read
Evolution of CMS and overview of modern DXP platforms
Ihor Syrov
Mar 06, 2020 • 14 min read
How to replatform Endeca rules to Elasticsearch
Maria Dyuldina
Feb 18, 2020 • 7 min read
Not your father’s search engine: a brief history of retail search
Eugene Steinberg
Jan 23, 2020 • 10 min read
Semantic vector search: the new frontier in product discovery
Eugene Steinberg
Jan 09, 2020 • 8 min read
A visual search for dinnerware patterns with Replacements.com
Eugene Steinberg
Sep 11, 2019 • 5 min read
Will “Database as a Service” work for retail inventory management? A case study
Vladimir Kondraschenko
Apr 24, 2019 • 18 min read
Smart autocomplete best practices: improve search relevance and sales
Dmitry Sobolev
Apr 11, 2019 • 16 min read
How to build a pricing engine for e-commerce promotions and offers
Max Martynov
Nov 08, 2018 • 12 min read
How to replatform e-commerce search from Endeca to Solr
Max Martynov
Oct 16, 2018 • 16 min read
Building an e-commerce omnichannel inventory solution with open-source
Max Martynov
Sep 19, 2018 • 5 min read
How to implement multi-select faceting for nested documents in Solr
Oleg Savrasov
Aug 14, 2018 • 13 min read
How to implement autocomplete search for large-scale e-commerce catalogs
Ivan Mamontov
Feb 14, 2018 • 8 min read
Developing real-time applications on AWS ELB without WebSocket
Yaroslav Basovskyy
Oct 17, 2017 • 6 min read
Analytics and Intelligence
Cross-channel marketing spend optimization using deep learning
Ilya Katsov
Jun 26, 2019 • 18 min read
Building a Next Best Action model using reinforcement learning
Ilya Katsov
May 15, 2019 • 19 min read
Safety stock optimization for Ship-from-Store
Alex Rodin
Mar 08, 2019 • 17 min read
A guide to dynamic pricing algorithms
Ilya Katsov
Mar 05, 2019 • 22 min read
Retail price modeling for replenishable and seasonal products
Ilya Katsov
Jan 30, 2019 • 34 min read
Predictive analytics for promotion and price optimization
Ilya Katsov
Aug 07, 2018 • 13 min read