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Accrual Automation: How To Improve Accrual Workflow ['25]

Accrual automation technology has revolutionized the way companies manage their financial records. Instead of relying on manual processes and spreadsheets, businesses can now use intelligent software to automatically recognize and record expenses as they are incurred.

Mar 184 min read
Machine Learning in Test Automation: Benefits & Real Examples

Machine Learning in Test Automation: Benefits & Real Examples

QA teams face rising complexity and demand for faster releases. Businesses aim to switch to automated testing because it provides faster and more efficient outcomes than manual testing. While test automation tools are valuable assets in achieving this, using Machine Learning (ML) in test automation tools enhances the QA experience considerably.

Mar 286 min read

12 Best Residential Proxy Service Providers in 2025

As AIMultiple’s CTO, I lead data collection from thousands of websites and run a residential proxy benchmark, including a load test with 100,000 parallel requests.

May 89 min read

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.

Apr 174 min read

AI Chatbot Pricing: Chatbot Cost Comparison in 2025

Chatbots decrease customer support expenses while maintaining 24/7 availability, thus increasing revenues and customer satisfaction. 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.

Apr 286 min read

Top 30+ Conversational AI Platforms in 2025: Detailed Guide

Drawing from our expertise, we evaluated the top conversational AI solutions and compiled a list of leading vendors based on their key features and strengths: [aim_list] Zoho SalesIQ: To get multi-language support & plug-and-play integration.

Mar 713 min read
7 Steps to Obtain Computer Vision Training Data in 2025

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.

May 67 min read
5 Steps to OCR Training Data in 2025

5 Steps to OCR Training Data in 2025

The interest in optical character recognition (OCR) and intelligent character recognition (ICR) technology is falling (see figure 1) 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.

Apr 35 min read

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.

Apr 145 min read

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.

Apr 46 min read