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Digital Transformation
Featured post
A rapid response to COVID-19 supply chain and market shocks: Emerge fr...
The COVID-19 crisis is clearly the biggest economic disruption the world has seen in the 21st century. This disruption impacts virtually all industri...
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ATG’s black box blocking your e-commerce view? Replatform with m...
If you want your customers to have a seamless shopping experience no matter where they are or what device they’re using, but you’re stuck with a blac...
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Enhance customer 360° views in insurance with predictive analytics and...
When it comes to insurance, customers don’t want to feel like their claim is just another drop in the ocean. This presents insurance companies with...
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Featured post
Redefining the customer experience in consumer banking
The banking industry is in the middle of a significant transformation. Fintech startups and other non-traditional companies are gaining market shar...
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From traditional to trailblazing: Generative AI’s impact on fintech software development
MVP strategy in insurance system transformation: Expert insights for a customer-first future
Fulfilling German supply chain due diligence act obligations
Supercharge your composable business ecosystem with a customer support starter kit
How cloud-based automotive experience engineering ensures integrated ecosystems for a superior ride
Generative AI for regulatory compliance in the P&C insurance industry
KPIs for pharmaceutical manufacturing operations
From chaos to control: The benefits of inventory allocation optimization
From design to delivery: The role of artificial intelligence in the automotive industry
Driving the future of automotive manufacturing with cloud-native analytics
Smart manufacturing: Navigating change management, automation, and governance in the cloud
Next best action for commercial pharma: a starter kit
Reimagining customer experience in the telecom industry with AI-powered e-commerce search
Cutting cloud costs and complexity: A 2023 strategy
Headless CMS: The CX game-changer for telecom content delivery
Transforming telecom search and CX with Google Discovery AI and Commercetools
Revolutionizing financial services: Ai and ML-driven customer 360 and personalization
Unleashing the power of headless CMS for agile and personalized B2B commerce
Streamlining the supply chain: Strategies for optimal grocery retail operations
2023 trends: Increased investments in engineering talent and culture
The real value of AI: get tangible ROI in 2023
2023 trends: Hyper-personalization in customer-facing technologies
2023 trends: Flexibility is the new norm for technology infrastructure
Photogrammetry and augmented reality on mobile: A comparison of AR solutions
2023 trends: Greater focus on speed and scale in technology investments
The nuts and bolts of designing a successful digital transformation program
Capturing the value of IoT across industries
Accelerate and improve app development with Apollo GraphQL
India: A thriving home for technology innovation
AI-powered risk prevention in the P&C insurance industry
How insurtechs are transforming the insurance industry
Into the future: Embracing the metaverse
Why you need a cloud-native analytics platform for smart manufacturing
3 strategies for maximizing the value of cloud
Composable commerce trends for luxury retailers
Insurance customer 360: Automate, personalize, accelerate and grow customer acquisitions with AI and ML
Insurance data 360: Sync your business data ecosystem, eliminate silos and see ultimate efficiency at scale
How Slack bot can accelerate the hiring process
A digital go-to-market strategy for forward-thinking manufacturers
Consumer-driven manufacturing requires a consumer-centric customer experience
How-to guide: Building a modern customer loyalty engine
Designing point based loyalty programs that work
Comprehensive guide to building loyalty programs
Open banking as a driver of digital transformation in the EU banking industry
Launch new digital services faster with distributed teams and agile co-creation delivery model
Boosting product discovery with semantic search
Smart autocomplete for Replacements.com drives revenue
Unified commerce: Making the most of a true omnichannel experience
Delivering digital transformation: Why automation and creating a high-performance engineering culture are vital to digital success
Digital transformation requires new technology partnerships and agile co-innovation
Easily move your native app to Flutter
The key to a high app rating? Low crash rates and a clean, modern UI
DevOps 2.0 is here, and it’s time to put end-to-end continuous delivery pipelines behind every project
Art.com helps customers find art they love with visual search
How to build a pricing engine for e-commerce promotions and offers
Why you need a microservices management platform and how to build it
Building an e-commerce omnichannel inventory solution with open-source
Blockchain technology in retail: loyalty programs and beyond
Top business drivers of real-time analytics and machine learning in retail
Dear Oracle ATG users, It is time to treat your ATG stack as a legacy system and move forward to the cloud, open source, and microservices
Chatbots in retail: Chatbot technology and architecture advance
Strategy
Leveraging Apache Kafka and GraphQL to build unified integrations in a composable commerce ecosystem
Composable commerce essentials: Demystifying modern e-commerce platforms
Beyond transactions: Key composable commerce building blocks to redefine customer experience
Differentiate your brand story through personalized digital experiences this holiday shopping season
The future of commerce is composable
Digital customer experience: Everything you need to know to boost omnichannel digital commerce
Why you need an omnichannel customer experience
Unified commerce: Making the most of a true omnichannel experience
Digital transformation requires new technology partnerships and agile co-innovation
A modern UI and mobile app redesign launches retailer into the future
Android or iOS for retail? You need both!
Blockchain technology in retail: loyalty programs and beyond
Using geofence marketing & Bluetooth beacons to improve offline sales
Why e-commerce search engines must be aware of inventory
AI for Search
Improving product ranking in e-commerce with sparse neural search
Reimagining customer experience in the telecom industry with AI-powered e-commerce search
Driving differentiation in e-commerce marketplace search
Accelerate integration of Google Cloud retail search
Launching Google Discovery Solutions starter kit for Commercetools
Reimagining retail product discovery and customer experience
Semantic query parsing with Lucidworks Fusion: Key to understanding your search queries
Vector space retrieval model for e-commerce
Boosting product discovery with semantic search
Smart autocomplete for Replacements.com drives revenue
Tiered machine learned ranking improves relevance for the retail search
Relevant facets: How to select and promote facets with deep learning
Understanding search query intent with deep learning
Not your father’s search engine: A brief history of retail search
Semantic vector search: The new frontier in product discovery
How deep learning improves recommendations for 80% of your catalog
The next big thing in customer service, a deep learning question-answering system
When life gives you lemons: Analyzing negative reviews to improve your mobile app
Order history search: A fast and efficient approach
Smart autocomplete best practices: Improve search relevance and sales
Data Science & AI
Featured post
Applications of generative AI in digital commerce part 1: Content
Generative AI has gained immense interest thanks to the unprecedented success of ChatGPT, the AI chatbot that most of the world has come to love, bui...
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Featured post
Operationalizing next best action in commercial pharma: A blueprint
There is no doubt that customer-centricity and personalization tools are driving digital transformation investments in commercial pharma. The big que...
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Demand sensing and forecasting: Designing a unified solution for retail and manufacturing use cases
How generative AI is reducing drug development timelines
Transforming business process automation with retrieval-augmented generation and LLMs
LLMOps blueprint for closed-source large language models
Harnessing multi-armed bandits for optimized coupon recommendations
How generative AI elevates customer engagement in B2C manufacturing and retail
A guide to supply chain control tower use cases
Visual quality control in additive manufacturing: Building a complete pipeline
Revolutionizing product visualization with generative AI
Transform your product design processes and personalization services with generative AI
Inventory allocation optimization: A pre-built solution for Dataiku
Game asset creation with generative AI tools: A tutorial
Building a visual quality control solution in Google Cloud using Vertex AI
Optimization of order and inventory sourcing decisions in supply chains with multiple nodes, carriers, shipment options, and products
Visual quality control with AWS Lookout for Vision
Building a predictive maintenance solution using AWS AutoML and no-code tools
How explainable AI helped reduce warehouse order picking time by 1/4
Churn analytics in the technology and telecom industries using Google Vertex AI
Anomaly detection in industrial IoT data using Google Vertex AI: A reference notebook
Next best action (NBA) to augment customer engagement in commercial pharma
Designing an objective function for personalization in pharmaceutical marketing
Detecting anomalies in high-dimensional IoT data using hierarchical decomposition and one-class learning
AI & machine learning will transform the customer experience
A personal tailor application using computer vision for online clothing retailers
Recent natural language processing breakthrough in computer vision
How to identify vehicle tires using deep learning visual models
Building a workforce schedule optimization solution
Stamp session-based recommender
How to build visual traffic analytics with open source: Car tracking and license plates recognition
Anomaly detection in industrial applications: Solution design methodology
Visual search: How to find manufacturing parts in a cinch
Ship from store and save
How to build and evaluate a next best action model for customer churn prevention
Establishing advanced BI capabilities with Google Looker: A step by step tutorial
Street-to-shop: Is the future of fashion visual search?
Using augmented reality in interior & property design: how did we live without it?
Fighting with biases: How to measure diversity in streaming media
Customer churn prevention: A prescriptive solution using deep learning
A plug-and-play platform for in-app and in-game experience personalization
Finding new COVID-19 treatments with graph convolutional networks (GCN)
How to recognize coins with deep learning visual model
Virtual backgrounds: Real-time deep semantic segmentation on mobile devices
Building a question answering system for online store
A guide to interpretable forecasting models
From data lake to analytical data platform
How to use GCP and AWS big data and AI cloud services from Jupyter notebook
Industrial label recognition made easy with AutoML
Add anomaly detection to your data with Grid Dynamics starter kit
Multi-agent deep reinforcement learning for multi-echelon supply chain optimization
Unsupervised real time anomaly detection
Customer2vec: Representation learning for customer analytics and personalization
Tiered machine learned ranking improves relevance for the retail search
Relevant facets: How to select and promote facets with deep learning
Understanding search query intent with deep learning
Deep reinforcement learning for supply chain and price optimization
What is computer vision and what can it do?
How we built a conversational AI for ordering flowers over Amazon Alexa or Google Home
What computer vision services, platforms & solutions are on the market
Why you need data quality automation to make data-driven decisions with confidence
10 ways computer vision is transforming digital retail
How deep learning improves recommendations for 80% of your catalog
A visual search for dinnerware patterns with Replacements.com
Cross-channel marketing spend optimization using deep learning
Building a next best action model using reinforcement learning
Safety stock optimization for ship-from-store
A guide to dynamic pricing algorithms
Identifying screws, a practical case study for visual search
Retail price modeling for replenishable and seasonal products
Algorithmic pricing, part III: Implementation blueprint
Algorithmic pricing, part II: AI and pricing strategy
Algorithmic pricing, part I: The risks and opportunities
Art.com helps customers find art they love with visual search
Predictive analytics for promotion and price optimization
Expanding product discovery with ML-powered image similarity search
Xgboost vs Catboost vs Lightgbm: Which is best for price prediction?
Building a reverse image search engine with convolutional neural networks
How to create a serverless real-time analytics platform: A case study
Delivering actionable insights in real-time by moving from batch to stream processing: A digital media case study
How to achieve in-stream data deduplication for real-time bidding: A case study
Creating an image similarity function with TensorFlow and its application in e-commerce
Detecting and correcting e-commerce catalog misattribution with image and text classification using Google TensorFlow
How machine learning can address attribution issues in e-commerce catalogs
Visualizing insights with an analytics dashboard
Selecting, training, evaluating, and tuning the model
Creating training and test data sets and preparing the data
Constructing a data dictionary for Twitter stream sentiment analysis of social movie reviews
Understanding the structure of the data in Twitter streams for sentiment analysis applications
The basics of data science with a sentiment analysis example
Using CRISP-DM methodology for Twitter sentiment analysis
User Interfaces
Retail application performance optimization: Lessons from the trenches
Improve website accessibility with these 6 simple tips
How we built a conversational AI for ordering flowers over Amazon Alexa or Google Home
A low mobile app rating leaves money on the table
The next big thing in customer service, a deep learning question-answering system
A low crash rate is the key to a high mobile app rating
How to build a DIY magic mirror out of commodity hardware and augmented reality APIs
How ARKit and ARCore recognize vertical planes despite limited depth perception
Introducing augmented reality for e-commerce
Chatbots in retail: Chatbot technology and architecture advance
Visual Search
Visual search: How to find manufacturing parts in a cinch
How to recognize coins with deep learning visual model
What is computer vision and what can it do?
What computer vision services, platforms & solutions are on the market
10 ways computer vision is transforming digital retail
A visual search for dinnerware patterns with Replacements.com
Identifying screws, a practical case study for visual search
Art.com helps customers find art they love with visual search
Expanding product discovery with ML-powered image similarity search
Creating an image similarity function with TensorFlow and its application in e-commerce
Detecting and correcting e-commerce catalog misattribution with image and text classification using Google TensorFlow
How machine learning can address attribution issues in e-commerce catalogs
Big Data
Featured post
Data quality control framework for enterprise data lakes
Data quality control is a mission-critical capability for virtually any modern enterprise. Why? Because data quality issues can disrupt business proc...
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Featured post
Establishing advanced BI capabilities with Google Looker: A step by st...
Modern business intelligence (BI) tools provide users with a wide range of data consolidation, preparation, querying, and reporting capabilities th...
Learn more
LLMOps blueprint for closed-source large language models
Semantic layer: Design principles and cloud-agnostic architecture
How to enhance MLOps with ML observability features: A guide for AWS users
Modern serverless data ingestion solution on AWS
Data democratization, the Goldilocks choice and culture change
Enterprise-grade ML platform in AWS: A starter kit
Deploy Data Platform on AWS in One Day
Turn data into insights faster with Grid Dynamics analytics platform starter kit on AWS cloud
5 steps to implementing a successful DataOps practice
From data lake to analytical data platform
How to use GCP and AWS big data and AI cloud services from Jupyter notebook
Add anomaly detection to your data with Grid Dynamics starter kit
Which enterprise data warehouse performs better for your workloads?
Why you need data quality automation to make data-driven decisions with confidence
How to create a serverless real-time analytics platform: A case study
Delivering actionable insights in real-time by moving from batch to stream processing: A digital media case study
Top business drivers of real-time analytics and machine learning in retail
How to achieve in-stream data deduplication for real-time bidding: A case study
Deploying and running an in-stream process service as a “Developer sandbox”
From reference architecture to reference implementation: Detailing the DevOps aspects of in-stream processing service
In-stream processing service blueprint
Overview of in-stream processing solutions on the market
How in-stream processing works
What is in-stream processing?
Systems and Services
Modernizing SAP Commerce Cloud: The case for composable
Supercharge your composable business ecosystem with a customer support starter kit
Augmented reality and the metaverse: A go-to-market strategy for retailers
AWS-native personal shopping assistant portal for a leading luxury department store chain
Achieving business flexibility with composable commerce
How to replatform Endeca rules to Solr
WSO2 vs GraphQL: comparison of open source API management products
Evolution of CMS and overview of modern DXP platforms
How to replatform Endeca rules to Elasticsearch
Not your father’s search engine: A brief history of retail search
Semantic vector search: The new frontier in product discovery
A visual search for dinnerware patterns with Replacements.com
Will “Database as a Service” work for retail inventory management? A case study
Smart autocomplete best practices: Improve search relevance and sales
How to build a pricing engine for e-commerce promotions and offers
How to replatform e-commerce search from Endeca to Solr
Building an e-commerce omnichannel inventory solution with open-source
How to implement multi-select faceting for nested documents in Solr
How to implement autocomplete search for large-scale e-commerce catalogs
Developing real-time applications on AWS ELB without WebSocket
Dear Oracle ATG users, It is time to treat your ATG stack as a legacy system and move forward to the cloud, open source, and microservices
A frustrating personal experience with unfaceted search
Open Source Search Platforms
Enhance customer experience with multi-language semantic search
Semantic query parsing with Lucidworks Fusion: Key to understanding search queries
How to replatform Endeca rules to Solr
How to replatform Endeca rules to Elasticsearch
Birthday search queries using Solr: A case study
How automated merchandising tools can improve online product discovery
How to replatform e-commerce search from Endeca to Solr
How to implement multi-select faceting for nested documents in Solr
How to implement autocomplete search for large-scale e-commerce catalogs
How to use Solr Suggester for autocomplete and typeahead search
How to use suffix arrays to combat common limitations of full-text search
How to sort parent documents by child attributes in Solr
Implementing autocomplete with Solr
Why e-commerce search engines must be aware of inventory
A frustrating personal experience with unfaceted search
Searching grandchildren and siblings with Solr block join
The segmented filter cache and block join query parser in Solr
How to use block join to improve search efficiency with nested documents in Solr
How to implement block join faceting in Solr/Lucene
High-performance join in Solr with BlockJoinQuery
Introduction to block join faceting in Solr
Advanced Solr/Lucene topics: High-performance nested search for e-commerce applications
Cloud and DevOps
Featured post
Istio service mesh beyond Kubernetes
Cloud migration has been a hot topic for many years but for many organizations it's far from being complete. According to a recent Forrester's State...
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Featured post
When microservices migration doesn’t make sense
While microservices architecture is a great way to design modern systems, most enterprise applications are still built as monoliths. While working...
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Navigating the break glass process in cloud operations
10 reasons to migrate from PCF and embrace cloud hyperscalers
Pull request automation: Tips to succeed
Accelerate migration from Pivotal Cloud Foundry to Google Kubernetes Engine
Cutting cloud costs and complexity: A 2023 strategy
An application of microservice architecture to data pipelines
Accelerate migration from Pivotal Cloud Foundry to Azure Kubernetes
Modernization of a customer-facing ecommerce platform
Should I move from Pivotal Cloud Foundry to Amazon Kubernetes? A critical comparison
Accelerate migration from Pivotal Cloud Foundry to AWS Kubernetes
The benefits of FaaS with AWS Lambda and Node.js
How to release components independently when you have a distributed monolith
CI/CD challenges of 2020
5 strategies to reduce cloud cost
Avoid the monolithic release process when migrating to microservices
Delivering digital transformation: Why automation and creating a high-performance engineering culture are vital to digital success
DevOps 2.0 is here, and it’s time to put end-to-end continuous delivery pipelines behind every project
Developing a modular pipeline library to improve DevOps collaboration
Why you need a microservices management platform and how to build it
More details on building cloud-portable DevOps stack with Mesos and Marathon
DevOps stack for in-stream processing service using AWS, Docker, Mesos, Marathon, Ansible and Tonomi
From reference architecture to reference implementation: Detailing the DevOps aspects of in-stream processing service
Analytics and Intelligence
Featured post
Deep reinforcement learning for supply chain and price optimization
Supply chain and price management were among the first areas of enterprise operations that adopted data science and combinatorial optimization method...
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Featured post
Customer2vec: Representation learning for customer analytics and perso...
Personalization and recommendation algorithms have been around for many decades, and basic methods such as look-alike modeling and collaborative filt...
Learn more
A scalable, configuration-driven machine learning platform
When is deep learning overkill?
Add anomaly detection to your data with Grid Dynamics starter kit
Cross-channel marketing spend optimization using deep learning
Building a next best action model using reinforcement learning
Safety stock optimization for ship-from-store
A guide to dynamic pricing algorithms
Retail price modeling for replenishable and seasonal products
Predictive analytics for promotion and price optimization
Search
Featured post
Not your father’s search engine: A brief history of retail searc...
Since the dawn of ecommerce in the end of the nineties, online retailers have coined a famous “If they can’t find ‘em, they can’t buy ‘em” motto, whi...
Learn more
Featured post
Reimagining retail product discovery and customer experience
Even though Black Friday and Cyber Monday are behind us, the online shopping craze is not slowing down. Thanks to ongoing pandemic precautions, a rap...
Learn more
Improving product ranking in e-commerce with sparse neural search
Reimagining customer experience in the telecom industry with AI-powered e-commerce search
Driving differentiation in e-commerce marketplace search
Accelerate integration of Google Cloud retail search
Launching Google Discovery Solutions starter kit for Commercetools
Enhance customer experience with multi-language semantic search
Visual search: How to find manufacturing parts in a cinch
Semantic query parsing with Lucidworks Fusion: Key to understanding your search queries
Semantic query parsing with Lucidworks Fusion: Key to understanding search queries
How to recognize coins with deep learning visual model
Vector space retrieval model for e-commerce
How to replatform Endeca rules to Solr
Boosting product discovery with semantic search
Smart autocomplete for Replacements.com drives revenue
Tiered machine learned ranking improves relevance for the retail search
Relevant facets: How to select and promote facets with deep learning
Understanding search query intent with deep learning
How to replatform Endeca rules to Elasticsearch
Semantic vector search: The new frontier in product discovery
What is computer vision and what can it do?
What computer vision services, platforms & solutions are on the market
10 ways computer vision is transforming digital retail
How deep learning improves recommendations for 80% of your catalog
A visual search for dinnerware patterns with Replacements.com
The next big thing in customer service, a deep learning question-answering system
When life gives you lemons: Analyzing negative reviews to improve your mobile app
Order history search: A fast and efficient approach
Birthday search queries using Solr: A case study
Smart autocomplete best practices: Improve search relevance and sales
Identifying screws, a practical case study for visual search
How automated merchandising tools can improve online product discovery
Art.com helps customers find art they love with visual search
How to replatform e-commerce search from Endeca to Solr
How to implement multi-select faceting for nested documents in Solr
Expanding product discovery with ML-powered image similarity search
How to implement autocomplete search for large-scale e-commerce catalogs
How to use Solr Suggester for autocomplete and typeahead search
Creating an image similarity function with TensorFlow and its application in e-commerce
How to use suffix arrays to combat common limitations of full-text search
Detecting and correcting e-commerce catalog misattribution with image and text classification using Google TensorFlow
How machine learning can address attribution issues in e-commerce catalogs
How to sort parent documents by child attributes in Solr
Implementing autocomplete with Solr
Why e-commerce search engines must be aware of inventory
A frustrating personal experience with unfaceted search
Searching grandchildren and siblings with Solr block join
The segmented filter cache and block join query parser in Solr
How to use block join to improve search efficiency with nested documents in Solr
How to implement block join faceting in Solr/Lucene
High-performance join in Solr with BlockJoinQuery
Introduction to block join faceting in Solr
Advanced Solr/Lucene topics: High-performance nested search for e-commerce applications
UI and Mobile
Featured post
Visualizing complex hierarchical data using D3
Since there is a lot of hierarchically structured information in the real world (e.g system folder structure, animal/plant classification, company ma...
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Featured post
AngularJS to Angular 4 migration: A step-by-step guide
Discover how we migrated an AngularJS application to Angular 4. We share our step-by-step experience of migrating a financial web application. In...
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A deep dive into cross-site scripting
Retail application performance optimization: Lessons from the trenches
Architecting a headless content management ecosystem
Improve website accessibility with these 6 simple tips
Migrating mobile applications using cross-platform technologies
Photogrammetry and augmented reality on mobile: A comparison of AR solutions
Webpack module federation for micro frontend implementation: Accelerating development, testing and deployment
Augmented reality: The future is now
How to optimize images for web and performance
Scalable monorepo solution with Nx
Unlock innovation with Android application modernization
Debugging accessor properties in JavaScript: Everything you should know
AR-based indoor navigation
Using D3.js with React.js: An 8-step comprehensive manual
D3.js with React.js: An 8-step comprehensive manual
Using Next.js image component to improve your website’s performance
iOS architecture patterns for large-scale development, part 3: UI architecture approach
iOS architecture patterns for large-scale development, part 2: Dependency management
IOS architecture patterns for large-scale development, part 1: Modular architecture
Progressive web apps: Comparison of PWA with other approaches to build mobile user experience
Evolution of CMS and overview of modern DXP platforms
A low mobile app rating leaves money on the table
A low crash rate is the key to a high mobile app rating
When life gives you lemons: Analyzing negative reviews to improve your mobile app
A modern UI and mobile app redesign launches retailer into the future
Easily move your native app to Flutter
Android or iOS for retail? You need both!
The key to a high app rating? Low crash rates and a clean, modern UI
Take your apps to the next level with 3D augmented reality
Why Flutter should be your next mobile development framework
How to build a DIY magic mirror out of commodity hardware and augmented reality APIs
How ARKit and ARCore recognize vertical planes despite limited depth perception
Introducing augmented reality for e-commerce
18 ways to foster success in responsive web UI projects
Practical unit testing for iOS applications
Using geofence marketing & Bluetooth beacons to improve offline sales
Quality Assurance
Featured post
How regular data monitoring creates a healthy lifestyle for your busin...
It’s no secret that leading a healthy lifestyle improves your overall quality of life. A healthy lifestyle involves following a good diet, limiting e...
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Featured post
Continuous performance testing (CPT) with Jagger
In this article we’ll describe the Grid Dynamics technology for CPT, Jagger, which we developed
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How anomaly detection, predictive maintenance, and visual quality control save time and money
Data quality monitoring made easy
7 advanced practices that distinguish effective mobile test automation
What are the key challenges in wearable device testing?
Private mobile device farm as an indicator of mobile testing culture
A universal approach to ecommerce GUI test automation
In-sprint QE automation improves code and accelerates development speed
Six design principles of continuous performance testing
How to extend CI pipelines with continuous performance testing
Challenges of continuous performance testing
What is continuous performance testing
Omnichannel Commerce
Modernizing SAP Commerce Cloud: The case for composable
A scalable, configuration-driven machine learning platform
Retail application performance optimization: Lessons from the trenches
Leveraging Apache Kafka and GraphQL to build unified integrations in a composable commerce ecosystem
Composable commerce essentials: Demystifying modern e-commerce platforms
Supercharge your composable business ecosystem with a customer support starter kit
Improve website accessibility with these 6 simple tips
Augmented reality and the metaverse: A go-to-market strategy for retailers
Differentiate your brand story through personalized digital experiences this holiday shopping season
The future of commerce is composable
AWS-native personal shopping assistant portal for a leading luxury department store chain
Achieving business flexibility with composable commerce
Digital customer experience: Everything you need to know to boost omnichannel digital commerce
When is deep learning overkill?
Why you need an omnichannel customer experience
Add anomaly detection to your data with Grid Dynamics starter kit
How to replatform Endeca rules to Solr
WSO2 vs GraphQL: comparison of open source API management products
Evolution of CMS and overview of modern DXP platforms
How to replatform Endeca rules to Elasticsearch
Unified commerce: Making the most of a true omnichannel experience
Semantic vector search: The new frontier in product discovery
Digital transformation requires new technology partnerships and agile co-innovation
How we built a conversational AI for ordering flowers over Amazon Alexa or Google Home
A low mobile app rating leaves money on the table
A visual search for dinnerware patterns with Replacements.com
The next big thing in customer service, a deep learning question-answering system
A low crash rate is the key to a high mobile app rating
A modern UI and mobile app redesign launches retailer into the future
Android or iOS for retail? You need both!
Cross-channel marketing spend optimization using deep learning
Building a next best action model using reinforcement learning
Will “Database as a Service” work for retail inventory management? A case study
Smart autocomplete best practices: Improve search relevance and sales
Safety stock optimization for ship-from-store
A guide to dynamic pricing algorithms
Retail price modeling for replenishable and seasonal products
How to build a pricing engine for e-commerce promotions and offers
How to replatform e-commerce search from Endeca to Solr
Building an e-commerce omnichannel inventory solution with open-source
How to implement multi-select faceting for nested documents in Solr
Predictive analytics for promotion and price optimization
Blockchain technology in retail: loyalty programs and beyond
How to build a DIY magic mirror out of commodity hardware and augmented reality APIs
How to implement autocomplete search for large-scale e-commerce catalogs
How ARKit and ARCore recognize vertical planes despite limited depth perception
Introducing augmented reality for e-commerce
Developing real-time applications on AWS ELB without WebSocket
Dear Oracle ATG users, It is time to treat your ATG stack as a legacy system and move forward to the cloud, open source, and microservices
Using geofence marketing & Bluetooth beacons to improve offline sales
Chatbots in retail: Chatbot technology and architecture advance
Why e-commerce search engines must be aware of inventory
A frustrating personal experience with unfaceted search
Supply Chain
Fulfilling German supply chain due diligence act obligations
Manufacturing supply chain redesign and reconfiguration for resilience
Supply chain monitoring for proactive supplier risk management
Supply chain sustainability: Esg path to manufacturing resilience
Why supply chain cyber security is essential for resilience
Supply chain resilience starts with data
A guide to supply chain control tower use cases
Inventory allocation optimization: A pre-built solution for Dataiku
Building a visual quality control solution in Google Cloud using Vertex AI
Optimization of order and inventory sourcing decisions in supply chains with multiple nodes, carriers, shipment options, and products
How explainable AI helped reduce warehouse order picking time by 1/4
Ship from store and save
Multi-agent deep reinforcement learning for multi-echelon supply chain optimization
Safety stock optimization for ship-from-store
Advanced Manufacturing
Software-led transformation of modern automobiles
How cloud-based automotive experience engineering ensures integrated ecosystems for a superior ride
Visual quality control in additive manufacturing: Building a complete pipeline
Transform your product design processes and personalization services with generative AI
IoT platform: A starter kit for Azure
Building a visual quality control solution in Google Cloud using Vertex AI
Building an IoT platform in GCP: A starter kit
Visual quality control with AWS Lookout for Vision
Anomaly detection in industrial IoT data using Google Vertex AI: A reference notebook
Smart manufacturing from the factory floor to the customer’s door
Detecting anomalies in high-dimensional IoT data using hierarchical decomposition and one-class learning
How to identify vehicle tires using deep learning visual models
Anomaly detection in industrial applications: Solution design methodology
Media and News
Global team
IT outsourcing to Latin America: All you need to know
The software developer shortage in the US
What’s the engineer salary in Silicon Valley?
The future of shopping: AI-driven transformation of modern e-commerce
7 IT outsourcing case studies every startup can learn from
Web developer salary in Latin America and Asia
Coding nations: The top countries for developer talent
Agile POD: The next big thing in software development outsourcing
The new tech frontier: Exploring Eastern European tech hubs
From idea to triumph: Answering commonly asked questions about building a successful startup
Top 10 applications of AI in business
IT outsourcing cost breakdown analysis
How many software developers are in the world?
Building a dream team: How to leverage an extended development model
A comprehensive guide to the best web frameworks in 2023
Software developer vs software engineer: Which best suits your business needs?
The strategic benefits of IT outsourcing
Team augmentation – a key to closing the skills gap
2023 tech hiring trends: What you need to know
Product success: Hire offshore developers for your next project
What is nearshore software development
IT talent shortage in the Nordics
Software outsourcing to India: Debunking common myths
DevOps adoption – hype or necessity?
Digital transformation: A passing trend or a game-changer for businesses?
Product outsourcing: Nearshore vs offshore
The tech talent shortage in 2023: how to navigate through the crisis
![The Average Front-End Developer Salary In The United States And Europe [2022]](https://cdnwp.griddynamics.com/wp-content/uploads/2023/06/TheAverageFront-EndDeveloperSalaryInTheUnitedStatesAndEurope20221025-1024x585.png)
The average front-end developer salary in the United States and Europe
8 trending outsourcing destinations worth considering in 2023
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Software developer rates in Western and Central Europe [H2 2022 report]
From hero to zero: Russia’s demise as an outsourcing destination
Reasons to outsource software development to Mexico
Reasons to outsource software development to Romania
Impact of war in Ukraine on the global talent market
Why you should build a software development team in Poland
Daxх is now Grid Dynamics
Offshore development center vs. in-house: 6 reasons to go remote
Fintech companies outsourcing in Eastern Europe: Success stories
Offshore vs nearshore vs onshore software development: The right model for your business
Tech education in Ukraine: Useful insights for business
Talent acquisition and recruitment market trends
The average iOS developer salary worldwide in 2022
Biggest & most trusted outsourcing companies in Eastern Europe
IT outsourcing trends in Benelux in 2022
5 staffing trends for adapting to a post-pandemic world
10 of the most in demand tech jobs for 2022
Why outsource quality assurance? Key points to consider
Nearshore development office for a Dutch EdTech company
The Great Resignation leads companies to hire more remote tech talent
Software development team structure & roles that are vital
Technology healthcare trends: Outsourcing, digital transformation, and more
What is the actual average software developer salary in Ukraine?
What’s the cost of opening an offshore development center? A detailed calculation
Why you should outsource your next web development project to Ukraine
Guide on hiring Java developers
What is the average Java developer salary in the US and world? What to consider in 2022
Poland vs Ukraine: Software development industry comparison
Talent sourcing in Eastern Europe: 5-step hiring strategy
Average React developer salary by country in 2021
Remote developer vs developer relocation: In-depth comparison
Offshore outsourcing pros and cons list of 2022
Angular developer salary in 2021: Latest trends and forecasts
Foreign companies in Ukraine with R&D centers
Why self-driving cars wouldn’t make it without C++ in the role of C++ in automotive
Python developer salary in the US and world
12 reasons to hire Ukrainian software developers for IT outsourcing
How to hire the top 10% of developers in Ukraine?
Top nearshore outsourcing companies (for the USA and Europe)
Challenges when hiring local tech talents in German companies
Why leading tech companies always hire an offshore QA team for their projects
Hire a software tester with these 7 trustworthy websites
The true cost of hiring developers in the US, the UK, Germany, the Netherlands
7 websites to find a programmer for your startup
Software development outsourcing to Eastern Europe
How to hire and build a successful remote software development team
What’s the average JavaScript developer salary in 2021?
What is the average software developer salary around the world 2021?
How can US companies calculate offshore software development costs?
Nearshore software outsourcing: Why German companies hire software developers in Ukraine
How to hire and build an agile savvy offshore software development team
Where to outsource in Ukraine: exploring Lviv’s thriving tech sector
What is the future of remote development offices?
What superpower helped Pricena, a UAE startup, win the market in 7 countries
IT outsourcing trends in 2021 [+IT outsourcing statistics]
How to hire great senior remote developers: recruitment tips
The best offshore development countries in 2021: A 360 degree overview
Software development companies in Ukraine: Exploring the trends within the largest European IT market
How to beat the challenge of managing remote teams: 15 proven formulas
How to earn the most benefits from nearshore outsourcing
Nearshore outsourcing to Eastern Europe vs. Southern Europe
How to hire remote developers in 2021: Ready solutions to turn your doubts into a plan
Why your startup needs a custom software development company
The software development industry in Israel: How tech businesses manage the tech talent shortage
Are you ready to hire a dedicated development team? Skyrocket your journey with this easy roadmap
Review of top 5 cybersecurity threats and popular data breach protection systems
Video streaming application development in 2020. The ultimate guide on how to build the next Netflix
A simple guide to hiring amazing remote full-stack developers
Why will 79% of software development companies in the Netherlands outsource more in 2020?
How many Ukrainian software developers are there in 2020?
Edtech and e-learning development trends in 2020
Want to hire a remote development team?
Why outsourcing software development is a good option for North American companies?
Hiring in-house vs remote developers: Cost-based comparison
How to hire the best React developers for your project
Buyer’s guide to IT outsourcing to Ukraine
Best project management software for startups
Remote team collaboration in a few simple steps
How to hire a dedicated developer in 4 steps
Which country has more Java, JavaScript, Ruby on Rails, Python, and PHP engineers?
CuriosityStream CTO tells how hiring Ukrainian team helped them lift conversion
How to transform your remote developers into a cohesive team
Why is IT staff augmentation the answer to your next project
7 top tourism & travel startups in the Netherlands that will become your travel buddies
The IT outstaffing model: an approach to hiring remote talent you’ll want to try
An interview with Vive: A personal finance and investment app in one solution
The 9 hottest Netherlands-based fintech startups
3 success stories of Dutch companies that benefit from working with Ukrainian developers
How to break the vicious cycle of fighting for local talents if you’re a startup looking to hire developers?
“Invest in good people as soon as you can” interview with Phillip Eisсhet, co-founder of a German legaltech startup RightNow Group
“Stay small or go for outsourcing” – head of products at Carerix describes how to get ahead when the local tech talent market is thin on the ground
Senior recruitment manager, Anna Symonenko, on hiring developers in Ukraine: “Make sure you offer challenging tasks and room for growth”
Ukraine ranks 1st among software development outsourcing providers in CEE
When do companies need software testing: tips from a lead QA engineer
TenderApp owner Marcel Hazeleger shares his story of a non-technical entrepreneur who has multiplied tech product by several times
Where do German and Dutch companies outsource software development? We’ve surveyed 300+ businesses
15 free agile project management tools for your scrum team
5 must have skills for a project manager or how to be promoted to middle and senior positions at your company
5 success stories in enterprise software development
Drew Dorgan, GlobalHMA and Workhorse Development owner, talks about how a dedicated developer in Ukraine changed everything for her app business
How to structure software development team organization that will kickstart your business
Lamina Technologies CIO reveals how motivation and a strong team spirit can guarantee the success of your product
Oktopost co-founder talks about tech talent in Israel and tells how remote cooperation adds flexibility to businesses
How agile helped Favro build engagement to common goals among their globally distributed software team
Xuntos co-founder talks about the developer shortage in the Netherlands and the importance of making fast hiring decisions
How DragApp non-technical founders hire great software engineers
How Envato manages the competition for talented software engineers and retains them onboard
How extraordinary practices help Jostle hire and retain talented software engineers to stay competitive
10+ essential tools for .NET developers. Expert roundup
How ShipHero uses technology to keep their remote team happy and productive
Thinking of hiring offshore developers? Check whether your company is ready
What will be the top tech hiring trends in 2018? An interview with Jurgen Delfos, CTO at Carerix
Interview: The CTO at Carerix on how Dutch companies see outsourcing to Ukraine
How to recruit developers: tips for making the right hiring decisions quickly
How to hire top web developers in the Netherlands
Talent shortage in the Netherlands: Tech companies struggle to hire software developers
How to hire a C++ developer: “What I want to see is how the candidate thinks and how they approach problem solving”
Scala recruitment: Where and how to hire Scala developers
What does Agile mean in software development?
Interview: The co-founder of Ways on the importance of people skills in developers and the benefits of the remote model
“Outsourcing forces you to be a strong company”: An interview with the director of AgriPlace
Studytube’s VP of engineering on finding the best JavaScript developers
Interview: Unomy’s CTO on how to run an effective offshore development team
Interview with the founder of Pricena, the 2015 online startup of the year
Generative AI
How generative AI is reducing drug development timelines
Transforming business process automation with retrieval-augmented generation and LLMs
LLMOps blueprint for closed-source large language models
How generative AI elevates customer engagement in B2C manufacturing and retail
Transform your product design processes and personalization services with generative AI
Game asset creation with generative AI tools: A tutorial
Supply chain and pricing
Demand sensing and forecasting: Designing a unified solution for retail and manufacturing use cases
A guide to supply chain control tower use cases
Inventory allocation optimization: A pre-built solution for Dataiku
Building a visual quality control solution in Google Cloud using Vertex AI
Optimization of order and inventory sourcing decisions in supply chains with multiple nodes, carriers, shipment options, and products
How explainable AI helped reduce warehouse order picking time by 1/4
Building a workforce schedule optimization solution
Ship from store and save
Multi-agent deep reinforcement learning for multi-echelon supply chain optimization
Safety stock optimization for ship-from-store
A guide to dynamic pricing algorithms
Retail price modeling for replenishable and seasonal products
Algorithmic pricing, part III: Implementation blueprint
Algorithmic pricing, part II: AI and pricing strategy
Algorithmic pricing, part I: The risks and opportunities
Predictive analytics for promotion and price optimization
Xgboost vs Catboost vs Lightgbm: Which is best for price prediction?
Customer intelligence and personalization
Featured post
Customer2vec: Representation learning for customer analytics and perso...
Personalization and recommendation algorithms have been around for many decades, and basic methods such as look-alike modeling and collaborative filt...
Learn more
Featured post
Operationalizing next best action in commercial pharma: A blueprint
There is no doubt that customer-centricity and personalization tools are driving digital transformation investments in commercial pharma. The big que...
Learn more
Harnessing multi-armed bandits for optimized coupon recommendations
Churn analytics in the technology and telecom industries using Google Vertex AI
Next best action (NBA) to augment customer engagement in commercial pharma
Designing an objective function for personalization in pharmaceutical marketing
AI & machine learning will transform the customer experience
Stamp session-based recommender
How to build and evaluate a next best action model for customer churn prevention
Customer churn prevention: A prescriptive solution using deep learning
A plug-and-play platform for in-app and in-game experience personalization
How deep learning improves recommendations for 80% of your catalog
Cross-channel marketing spend optimization using deep learning
Building a next best action model using reinforcement learning
Risk management
Visual quality control in additive manufacturing: Building a complete pipeline
Visual quality control with AWS Lookout for Vision
Building a predictive maintenance solution using AWS AutoML and no-code tools
Anomaly detection in industrial IoT data using Google Vertex AI: A reference notebook
Detecting anomalies in high-dimensional IoT data using hierarchical decomposition and one-class learning
Anomaly detection in industrial applications: Solution design methodology
Finding new COVID-19 treatments with graph convolutional networks (GCN)
Add anomaly detection to your data with Grid Dynamics starter kit
Unsupervised real time anomaly detection
Natural language processing
Recent natural language processing breakthrough in computer vision
Tiered machine learned ranking improves relevance for the retail search
Relevant facets: How to select and promote facets with deep learning
Understanding search query intent with deep learning
How we built a conversational AI for ordering flowers over Amazon Alexa or Google Home
Visualizing insights with an analytics dashboard
Selecting, training, evaluating, and tuning the model
Creating training and test data sets and preparing the data
Constructing a data dictionary for Twitter stream sentiment analysis of social movie reviews
Understanding the structure of the data in Twitter streams for sentiment analysis applications
The basics of data science with a sentiment analysis example
Using CRISP-DM methodology for Twitter sentiment analysis
Computer vision
A personal tailor application using computer vision for online clothing retailers
Recent natural language processing breakthrough in computer vision
How to identify vehicle tires using deep learning visual models
How to build visual traffic analytics with open source: Car tracking and license plates recognition
Visual search: How to find manufacturing parts in a cinch
Street-to-shop: Is the future of fashion visual search?
Using augmented reality in interior & property design: how did we live without it?
Fighting with biases: How to measure diversity in streaming media
How to recognize coins with deep learning visual model
Virtual backgrounds: Real-time deep semantic segmentation on mobile devices
Industrial label recognition made easy with AutoML
What is computer vision and what can it do?
What computer vision services, platforms & solutions are on the market
10 ways computer vision is transforming digital retail
A visual search for dinnerware patterns with Replacements.com
Identifying screws, a practical case study for visual search
Art.com helps customers find art they love with visual search
Expanding product discovery with ML-powered image similarity search
Creating an image similarity function with TensorFlow and its application in e-commerce
Detecting and correcting e-commerce catalog misattribution with image and text classification using Google TensorFlow
How machine learning can address attribution issues in e-commerce catalogs
Data engineering
Demand sensing and forecasting: Designing a unified solution for retail and manufacturing use cases
From data lake to analytical data platform
How to use GCP and AWS big data and AI cloud services from Jupyter notebook
Why you need data quality automation to make data-driven decisions with confidence
How to create a serverless real-time analytics platform: A case study
Delivering actionable insights in real-time by moving from batch to stream processing: A digital media case study
How to achieve in-stream data deduplication for real-time bidding: A case study
