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10 Most Innovative Countries in 2025: A data-driven analysis
Local solutions are still important. Local languages, customs, and laws increase the need for local partnerships. Analyzing the number of B2B tech companies from each country, we have ranked countries in terms of the number and capabilities of B2B solution providers in that country. United States and UK emerge as B2B technology leaders.
Top 4 Checkout Free Systems: Pros, cons & case studies
An estimated 70% of U.S. shoppers are only willing to wait up to 15 minutes in a checkout line. To address this growing impatience, retailers are turning to computer vision and machine learning technologies to streamline traditional shopping experiences and reduce wait times at checkout.
Top 15 Checkout Free Stores and Solution Providers in 2025
Long checkout lines costs $37.7 million as these queues demotivate people from shopping. One way to tackle this down is adopting checkout-free store systems. These stores combine high tech sensors and cameras to track shopping of an individual and direct their invoice automatically. As a result, the customers can shop and leave without a checkout queue.
Top 10+ Emotional AI Examples & Use Cases in 2025
The emotion detection and recognition (EDR) market is estimated to reach at ~$50 Bn in 2024, and is expected to reach ~$173 Bn by 2031. Emotion detection and recognition rely on emotion AI to identify, process, and simulate human feelings and emotions.
Deploy Process Mining in Healthcare with 5 Powerful Tips
The digitalization of healthcare is crucial to improve patient care and allocate the necessary resources properly. As healthcare is more digitalized, more process data is being generated which can be mined for insights. Over the last few years, healthcare has become one of the fields where researchers actively discuss process mining applications.
Top 6 Applications of Machine Learning in Process Mining
For more than a decade, machine learning has been applied to traditional process mining . Today, many vendors claim to offer AI-powered process mining software which leverages machine learning.
Data Curation in 2025: Key Concepts and Best Practices
Data curation is an important part of data management. Data curation is the process of collecting, wrangling and preserving data. It allows companies to store sustainable and accessible data to share and apply self-service analytics. Data-driven insights are crucial as data-driven sales strategies enable companies improve their sales productivity by 20 %.
Top 11 Free Trial & Open Source Process Mining Tools ['25]
Software specifications and requirements are different in each industry, but it is important to choose the correct software. 52% of business leaders identify the lack of right process mining solution or expertise as the key problem behind their low rates of adoption, according to process mining stats.
Types of Virtual Reality & Use Cases in 2025
The virtual reality (VR) market has grown significantly, increasing from $6 billion in 2020 to $21 billion in 2025. The COVID-19 pandemic had a notable impact on VR usage, with 71% of users reporting they spent more time using VR during that period. Businesses have also accelerated their adoption of VR technologies.
Top 15 Open Source Web Crawlers in 2025
Survey revealed that 35% of businesses believe big data and analytics are the top business functions impacted by open source implementation. Open source web crawlers enable businesses to extract online data in a real-time manner while leveraging the benefits of open source software such as lower costs and no vendor lock-in.