Explore Research Studies
Oxylabs vs Bright Data: Features and Performance Compared
Oxylabs and Bright Data are data collection-focused web data platforms, offering products in the same domain, such as: If you’re in the market for a proxy/web data collection solution, you’re likely to come across these two vendors. So it’s important to understand Oxylabs vs.
AI Chatbot Pricing: Chatbot Cost Comparison in 2025
Chatbots decrease customer support expenses while maintaining 24/7 availability, thus increasing revenues and customer saftisfaction. And with the rise of generative AI chatbots, like ChatGPT, more businesses could adopt chatbots. However, ambiguous chatbot pricing models can be a barrier to adoption.
Top 10 Conversational AI Platforms in 2025
Enterprises need scalable conversational customization to affordably delight their customers and manage a high volume of queries. With over 200 conversational AI platforms available, choosing the right one can be challenging.
7 Steps to Obtain Computer Vision Training Data in 2025
Computer vision (CV) technology is advancing rapidly in various industries. As demand for computer vision systems rises, so does the need for well-trained models. These models require large, high-quality, accurately labeled datasets, which can be costly and time-consuming to collect.
UiPath vs IBM RPA: 14 Features Compared in 2025
A comparison of IBM RPA and UiPath will be conducted across 14 categories. To minimize biases and ensure a user-driven benchmarking of the features, the winner of each category will be determined by the RPA platform with the highest number of positive user reviews.
5 Steps to OCR Training Data in 2025
The interest in optical character recognition (OCR) and intelligent character recognition (ICR) technology is falling as companies switch to more automated solutions, such as machine learning-enabled data extraction. However, due to its various benefits, many companies still use1 or plan to use tools powered by OCR technology in their paper-based operations.
Octoparse vs ParseHub: Pros, Cons and Features Compared
Octoparse and ParseHub are no code web scraping tools that enable users to extract web data without knowledge of HTML structures and elements. However, each has limitations when scraping data. To evaluate Octoparse and ParseHub, we scraped a particular product on Amazon.
Large Language Model Training in 2025
While using existing LLMs in enterprise workflows is table stakes, leading enterprises are building their custom models. However, building custom models can cost millions and require investing in an internal AI team.
Data Encryption: Types, Importance & FAQ in 2025
Digital information is constantly being shared and stored on cloud and connected services. According to IBM, the average cost for a data breach involving 50 million to 65 million records is more than $400 million.
Top 6 ParseHub Alternatives & Evaluation in 2025
ParseHub is a web data collection platform that provides scraping services. Our research uncovered some issues that ParseHub users face. Before utilizing ParseHub’s scraping services, it may be prudent to investigate alternatives that may better suit your business’s needs.