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Trending Research Studies on AIMultiple
Top 120 Generative AI Applications with Real-Life Examples
Large Language Model Evaluation in 2025: 10+ Metrics & Methods
Top 20 AI Chip Makers: NVIDIA & Its Competitors in 2025
Popular Research Studies
Enterprise Generative AI: 10+ Use Cases & Best Practices
Generative AI, also called GenAI, presents novel opportunities for enterprises compared to middle-market companies or startups including: However, generative AI is a new technology with unique challenges for enterprises: Executives wonder how their organizations can reap the benefits of generative AI while overcoming these challenges.
Benchmark Best 25 AI Governance Tools in 2025
We analyzed ~20 AI governance tools and ~40 MLOps platforms that deliver AI governance capability to identify the market leaders based on quantifiable metrics. Click the links below to explore their profiles: Compare AI governance software AI governance tools landscape below shows the relevant categories for each tool mentioned in the article.
Best RAG tools: Embedding Models, Libraries and Frameworks
Retrieval-Augmented Generation (RAG) is an AI method that improves large language model (LLM) responses by using external information sources. We benchmarked 4 embedding models and 3 chunk sizes to understand the practical performance of RAG systems. We examined how each parameter influences retrieval accuracy and response quality.
Top 30 Cloud GPU Providers & Their GPUs in 2025
We benchmarked 10 most common GPUs in typical scenarios (e.g. finetuning an LLM like Llama 3.2). Based on these learnings, if you: Ranking: Sponsors have links and are highlighted at the top. After that, hyperscalers are listed by US market share. Then, providers are sorted by the number of models that they offer.
Cloud GPUs for Deep Learning: Availability& Price / Performance
If you are flexible about the GPU model, identify the most cost-effective cloud GPU based on our benchmark of 10 GPU models in image and text generation & finetuning scenarios. If you prefer a specific model (e.g. A100), identify the lowest-cost GPU cloud provider offering it.
Best 10 Serverless GPU Clouds & 14 Cost-Effective GPUs
Serverless GPU can provide easy-to-scale LLM inference services. However, their costs can be substantial for large scale projects. Follow the links based on your need: Serverless GPU price per throughput Serverless GPU providers offer different performance levels and pricing for AI workloads.
Top 40+ LLMOps Tools & Compare them to MLOPs in 2025
LLMs are growing rapidly, but development and fine-tuning remain expensive. LLMOps tools help reduce these costs by streamlining LLM management.To better understand the landscape, we’ve also prepared a detailed comparison of LLMOps and MLOps tools to highlight how they differ in capabilities, focus areas, and workflows.
Compare Top 7 Generative AI Services & Vendors in 2025
Since OpenAI launched ChatGPT, generative AI technology has rapidly expanded across industries. This spread led businesses to utilize various services to build and implement generative AI tools effectively. Here, we explore seven types of generative AI services that help businesses gain a competitive edge: Table 1.
Top 100 RPA Use Cases with Real Life Examples in 2025
RPA can automate repetitive tasks in the front and back offices. A use case-focused approach is critical to optimizing the value of technology investments. We find 100 use cases and real-life examples of Robotic Process Automation and how it is applied to automate repetitive tasks in various business, industry-specific, and personal contexts. Common Business Processes 1.
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Recently published research
AEO vs SEO: Key Differences, Strategies & Integration Tips
Best 30+ Open Source Web Agents in 2025
Top 20+ Open Source AI Coding Agents & Frameworks ['25]
EDI Tools: Top 10 Vendors Guide 2025
Choosing the right EDI tool can be a challenging task. Features vary widely, and vendor claims often do not accurately reflect real-world performance. To help, we tested and compared top EDI solutions by integrating them with ERP systems, such as NetSuite and SAP, reviewing user feedback, and analyzing actual use cases across various industries.
Top 15 Predictions from Experts on AI Job Loss in 2025
AI could eliminate half of entry-level white-collar jobs within the next five years. The shift will occur rapidly, with job losses affecting the global workforce sooner than previous waves of technological change. By 2027, millions of jobs may be displaced or significantly altered.
We Tested OpenAI's New Agent & Open Operator [2025]
Early in 2025, OpenAI announced Operator, a new research preview of ChatGPT that serves as an agent for repetitive activities. It can browse for plane tickets, book a table, or shop online, and execute daily digital tasks for you on its own.
LLM Latency Benchmark by Use Cases in 2025
The effectiveness of large language models (LLMs) is determined not only by their accuracy and capabilities but also by the speed at which they engage with users. We benchmarked the performance of leading language models across various use cases, measuring how quickly they respond to user input.
Top 5 Open-Source Agentic Frameworks in 2025
I have reviewed several of the most popular open-source AI agent frameworks. In this article, I break down each framework’s multi-agent orchestration capabilities, agent and function definitions, memory capabilities, and human-in-the-loop support—exploring how each one functions and how easy it is to get started.
Is Web Scraping Legal? Laws, Ethics, and Best Practices
If you’re scraping the web, you’ve probably already seen how it has benefited your business. However, if your site is being scraped, it may raise concerns about legality, ethics, and potential harm.
MCP Benchmark: Top MCP Servers for Web Access in 2025
MCP (Model Context Protocol) establishes a standardized communication bridge between AI agents and applications, allowing AI apps and LLMs to interact with external tools and services. We benchmarked 8 MCP servers across web search and extraction, as well as browser automation tasks, by running 4 different tasks 5 times on all suitable MCPs.
Top 9 AI Infrastructure Companies & Applications in 2025
Many organizations invest heavily in AI, yet most projects fail to scale. Only 10-20% of AI proofs of concept progress to full deployment. A key reason is that existing systems are not equipped to support the demands of large datasets, real-time processing, or complex machine learning models.
Remote Browsers: Web Infra for AI Agents Compared [2025]
AI agents rely on remote browsers to automate web tasks without being blocked by anti-scraping measures. The performance of this browser infrastructure is critical to an agent’s success. We benchmarked 8 providers on three key metrics: success rate, speed, and features.
![Best 10+ Commercial & Open Source AI Agents in Sales [2025]](https://research.aimultiple.com/wp-content/uploads/2025/06/Understanding-AI-SDRs-for-sales-teams-1.webp)
Best 10+ Commercial & Open Source AI Agents in Sales [2025]
AI SDRs support sales teams by automating key parts of the sales outreach process. These agents integrate with CRMs, email tools, and outreach platforms, and improve over time through feedback and performance data for sales operations.
Recently updated research
RMM Pricing in 2025: 10 Products Analyzed
How AI transforms Cybersecurity: Real-Life Examples [2025]
Top 10+ SAP Workload Automation Software & Use Cases
Top 4 Open Source DLP Software in 2025
Securing confidential business data is vital for organizations across all industries. While open-source DLP software presents viable solutions for data protection, larger enterprises often turn to closed-source DLP software solutions for enhanced functionality.
Top 20 Test Automation Statistics QA Teams Must Know
Test automation can provide faster and more efficient tests than manual testing. Automating testing also offers benefits such as increased test coverage and accuracy. The interest in test automation has been increasing over the years. We present top statistics that show its benefits, trending practices, and rate of adoption by your competitors.
Top 5 Computer Vision Automotive Use Cases & Examples
Automotive firms face rising safety, cost, and efficiency pressures. Computer vision helps address these challenges by enabling automation, quality control, and accident prevention. Explore the top 5 computer vision automotive use cases that business leaders can leverage to stay competitive.
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.
Digital Transformation and Sustainability: Top 5 Digital Solutions
The World Economic Forum (WEF) identifies climate change and environmental issues as the greatest threats to the global economy. My academic experience on sustainability practices points that embracing digital transformation and sustainability initiatives are strategic actions executives can take to move toward a more sustainable future.
Data Quality Assurance with Best Practices in 2025
Optimal decisions require high-quality data. To achieve and sustain high data quality, companies must implement effective data quality assurance procedures. See what data quality assurance is, why it is essential, and the best practices for ensuring data quality.
Data Curation in 2025: Key Concepts and Best Practices
Data curation is an important part of data management. Data curation is the process of collecting, wrangling and preserving data. It allows companies to store sustainable and accessible data to share and apply self-service analytics. Data-driven insights are crucial as data-driven sales strategies enable companies improve their sales productivity by 20 %.
Top 20 Synthetic Data Use Cases & Applications in 2025
Synthetic data offers solutions to common challenges in data science, including data privacy concerns and limited dataset sizes. Synthetic data is gaining widespread popularity and applicability across industries, including machine learning, deep learning, generative AI (GenAI), and large language models. We listed the capabilities and most common use cases of synthetic data in different industries and departments/business units.
Top 30 Affective Computing Applications: Emotion AI Use Cases
Thanks to affective computing, also known as emotion AI, computers start to recognize human emotions based on facial expressions, body language, or voice tone. Technology’s applications in different industries are expanded by significant investment in technology where some managers lack knowledge.
When Will AGI/Singularity Happen? 8,590 Predictions Analyzed
We analyzed 8,590 scientists’, leading entrepreneurs’ and community’s predictions for quick answers on Artificial General Intelligence (AGI) / singularity timeline: Explore key predictions on AGI from experts like Sam Altman and Demis Hassabis, insights from five major AI surveys on AGI timelines, and arguments for and against the feasibility of AGI: Artificial General Intelligence timeline