Explore Research Studies
Low/No Code RPA Software ['25]: Benefits & Best Practices
We analyzed ~80 RPA tools in the market and prioritized those with a low code approach. The below are either market leaders due to metrics like number of reviews and features or provide exceptional pricing.
Best Open Source RPA Tools in August 2025
There are already some open-source RPAs, and we are showing the top 6 ones and their source codes. Note that the ecosystem is still relatively immature. However, with the commodification of RPA technology, more vendors are offering similar solutions.
RPA Developer: Everything You Need to Know in 2025
Although plenty of resources online about RPA skills and training exist, job seekers still struggle to understand where to start. We’ve compiled the most comprehensive resource on RPA developer skills, salary, and jobs to help job seekers explore where to start and what they need to do to excel as an RPA developer.
Python RPA: 8 Benefits for Developers in 2025
The intersection of robotic process automation (RPA) and Python can revolutionize the intelligent automation landscape. Even though RPA software bots are useful across a wide range of industries, between 30% and 50% of RPA projects fail.
Machine Learning Accuracy: True-False Positive/Negative
Selecting the right metric to evaluate your machine learning classification model is crucial for business success. While accuracy, precision, recall, and AUC-ROC are common measurements, each reveals different aspects of model performance. We’ve analyzed these metrics to help you choose the most appropriate one for your specific use case, ensuring your models deliver real value.
Affective Computing: In-Depth Guide to Emotion AI in 2025
Affective computing systems automatically identify emotions. These tools are used in several business cases, such as marketing, customer service, and human resources, to increase customer satisfaction and ensure safety.
Top 44 Process Mining Use Cases & Applications in 2025
Latest process mining trends and stats show that 93% of business leaders aim to leverage a process intelligence software like process mining since these tools enabled process improvement by 23%, digital transformation by 25% and automation by 25%.Process mining offers a variety of use cases beyond these broad application.
22 AutoML Case Studies: Applications and Results in 2025
Though there is a lot of buzz around autoML, we haven’t found a good compilation of case studies. So we built our comprehensive list of automated machine learning case studies so you can see how autoML could be used in your function/industry.
Quantum Annealing in 2025: Practical Quantum Computing
Quantum annealing is a promising quantum technology for companies that have urgent optimization problems which take too long for traditional computers to solve. It can be used to solve optimization problems more effectively than traditional computers. However, it is still mostly used in academia and more R&D is required to build commercial quantum annealers.
Top Digital Transformation Frameworks in 2025
Digital transformation is an emerging trend, but some companies may not succeed in it. To achieve success, leveraging a digital transformation framework that assists your organization as a roadmap can help.