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Top 10 Technologies for Finance Digital Transformation ['25]
88% of finance executives report increased AI adoption post-pandemic, with technologies like Robotic Process Automation (RPA) saving thousands of hours annually. We present which financial processes can be automated, and what tools are suitable for digital transformation based on 10 case studies and our experience researching and publishing 100+ articles on automation, AI and Cybersecurity.

Top 6 Supply Chain Sustainability Technology in 2025
Companies that foster corporate sustainability through digital transformation are likely to be tomorrow’s leaders. Although supply chain sustainability technologies are beneficial for businesses, some managers have a lack of information regarding their implementations.
Top 7 Technologies that Improve Insurance Claims Processing
Claims processing includes all the steps during which the insurer checks the necessary information about the loss, policy and the event in order to calculate and pay out its liability to the policyholder.
Top 12 Circular Economy Metrics to Assess Businesses ['25]
The concept of circular economy (CE) is quickly making its way into business literature since we are struggling with major environmental issues. Besides its environmental value, CE expects to bring 4.5 trillion dollars until 2030 due to effective allocation of resources.
![Top 6 Circular Economy Best Practices for Businesses ['25]](https://research.aimultiple.com/wp-content/uploads/2022/02/Circular-Economy-Best-Practices-1-1-190x107.png.webp)
Top 6 Circular Economy Best Practices for Businesses ['25]
Our economy was just 6.9% circular in 2024, which implies we use 93.1% of nonrecycled materials in production. Employing nonrecycled resources for 92.8% of our economic activities also suggests a significant “circularity gap” that is linked to inefficient business practices. Circular economy (CE) by closing the circularity gap practices would contribute 4.

Top 12+ Successful Sustainability Case Studies in 2025
During my academic research on corporate sustainability efforts, I realize that environmental and social practices have a significant impact on the long-term success of businesses. Some businesses outperform others in this area, giving them a competitive advantage. See 13 sustainability case studies to incorporate sustainability strategies into corporate actions: 1.

Sustainable Management Definition & Top 10 Best Practices
In 2025, people are projected to consume 1.8 times more resources than Earth generates annually because our economic outlook is based on production, use, and disposal. According to the Edelman Trust Barometer, around half of individuals think businesses in the U.S. are not doing enough to address innovations such as green energy.

Sentiment Analysis: Steps & Challenges in 2025
Sentiment analysis is growing in popularity as it turns raw, unstructured text data into interpretable insights for business through sentiment analysis. However, tangible use cases for sentiment analysis and the fundamental steps of this method may not be clear.
What is Model Drift? Types & 4 Ways to Overcome in 2025
Based on my 2 decades of experience helping enterprises adopt advanced analytics solutions, model drift is the largest reason for production model performance declines. Businesses are able to move only a small share of their AI models to production. And then within 1-2 years, performance of most models deteriorate due to model drift.
Data Labeling for Natural Language Processing (NLP) in 2025
Have you ever asked Siri to solve a math problem? Or asked about the weather from your Google assistant? Or have you used a sentence correction tool on your computer? If yes, then you have used natural language processing (NLP). NLP technology is increasingly being used to enable smart communication between people and their devices.