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Top 5 NLP Platforms & Comparison in 2025
There are numerous API providers in the chatbot landscape, the majority of them are focusing on Natural Language Processing (NLP) and Natural Language Understanding (NLU). It is the crucial step to decide since it will be handling the most important step in a conversational interface.
Top 20 Deception Technology Companies in 2025
Deception technology is gaining popularity as organizations seek approaches to protect against evolving cyberattacks including phishing, lateral movement, and insider threats. Companies can leverage deception technology to identify and respond to a cyberattack before it reaches the organization’s actual systems. We cover the top 20 deception technology companies.
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 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.
In-depth Guide to Invoice Automation in 2025
Invoice automation (also called automated invoice processing) is a maturing area of automation within accounts payable (AP) / procure-to-pay (P2P) automation with limited implementation risks and significant benefits. Invoice automation would free up back office finance/procurement teams to focus on higher value added tasks. Therefore, it is not surprising to see its popularity increase.
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 30-50% of RPA implementation 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.
51 Process mining case studies & project results in 2025
Insights from process mining enable data driven decision making, identify bottlenecks and reduce costs . This article aims to reveal typical results and usage areas of process mining, including a summary of these case studies. Business outcomes of process mining projects After mining their processes, many organizations gained vital insights into their businesses.