Explore Research Studies
Ultimate Guide to Insurance as a Service in 2025
The insurance sector is experiencing a rapid shift towards digitalization. More than 80% of large insurance companies have either invested in or are working with insurtech companies. The “insurance as a service” approach is a part of such collaboration between insurtechs and established insurance companies.
Intent Classification in 2025: What it is & How it Works
Customers have more options than ever due to increasing competition and the quality of customer service has become one of the key factors for businesses to stay ahead of the competition. This article, we will explore one of the techniques used in these applications: intent classification.
Digital Transformation for Telecoms in 2025
The telecommunication or telecom sector is a ~$1.5 trillion market that makes communication possible worldwide. As remote work becomes more widespread, consumer needs continuously change in the telecom sector, demanding better services from telecom service providers. Like every other sector, the telecommunications sector can also benefit from digital transformation to improve its services.
Top 10 Open Source Job Schedulers & WLA Tools in 2025
Businesses leverage open-source job schedulers and workload automation tools to automate IT tasks without paying licensing costs or getting locked in to a specific vendor.

4 Steps of Carbon Footprint Calculation in 2025
During my academic research on corporate sustainability efforts, I have realized that all stakeholders, from regulators to investors, want to see real efforts from businesses to mitigate the negative impacts of climate change. For organizations to minimize their carbon footprint, the first stage is to measure their carbon footprint properly.
Predictive Process Mining: Top 3 real-life use cases in 2025
Predictive analysis was ranked among the top 10 process mining capabilities in last year’s process mining trends.Predictive process mining enables businesses to maintain their processes running smoothly by predicting possible outcomes, issues and steps in processes.
Ethical & Compliant Web Data Benchmark in 2025
As enterprises scale their web data operations, compliance, data, and risk executives increasingly evaluate the associated ethical, reputational, and legal risks. We benchmarked 5 leading web data collection services across 3 dimensions and tested each service with more than 20 potentially unethical scenarios.

Digital Transformation and Sustainability: Top 5 Digital Solutions
The World Economic Forum (WEF) identifies climate change and environmental issues as the greatest threats to the global economy. My academic experience on sustainability practices points that embracing digital transformation and sustainability initiatives are strategic actions executives can take to move toward a more sustainable future.
Top 3 Web Scraping Use Cases for Marketing in 2025
Web scraping enables many decision-making processes to become more data-driven. Especially in marketing, web scraping has numerous applications, but the variety of use cases can also make it more challenging to gauge which ones apply for your business and would be more beneficial.
Web Scraping vs Data Mining: Why the Confusion? in 2025
Web scraping and data mining are sometimes confused with each other because they are both linked to extracting value from something that is valuable only when processed. However, the definitions are quite different, and not understanding the difference can cause not realizing how these processes can create value for businesses.