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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.
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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5 Social Listening Platforms Benchmark in 2025
Top 5 E-commerce AI Agents: A Hands-On Review in 2025
Compare 10+ Accounting AI Agents in 2025
Workload Automation Security: Best Practices & Examples
WLA tools have broad access to systems, credentials, and sensitive data, making them vulnerable targets if left unprotected. Recent security incidents and vulnerabilities in popular tools show that no platform is immune. To protect against these threats, businesses must secure WLA at every level.
Top Bot Management Tools: Cloudflare vs Imperva vs Barracuda
Bot management identifies real users, good and bad bots, safeguarding websites, APIs, and digital assets from automated threats.
I Tested Best AI Note Takers: Fellow, Otter, and TL;DV ['25]
After using Fellow, Otter, and TL;DV for transcription, recording, and summarization of online meetings, I evaluated features, pros, and cons of these popular AI note takers.
How to Build a Claims Processor Agent from Scratch? [2025]
We’ll use Stack AI workflow builder for claims automation and create an AI agent to enable users to upload accounting documents—like invoices, receipts, and claim forms—and automatically convert them into structured JSON using OCR and GPT-based processing. The extracted data can then be sent to a Google Sheet or used in custom apps and databases.
Top No-Code ML Platforms: ChatGPT Alternatives in 2025
We benchmarked 4 no-code machine learning platforms across key metrics: data processing (handling missing values, outliers), model setup and ease of use, accuracy metrics output, availability of visualizations, and any major limitations or notes observed during testing.
Agentic AI n8n Tutorial in 2025
We built an AI agent within n8n designed to provide investment advice, showcasing the platform’s capabilities for agentic AI. This process involved configuring the agent to perform technical and fundamental stock analysis by integrating 5 distinct tools and pulling financial data from various APIs.
Experience-Based Comparison of WAF Solutions in 2025
Since nearly half of all cybersecurity breaches involve web applications, web application firewall (WAF) solutions play a critical role in protecting digital systems. That’s why we provide summary of: Hands-on experience results with WAF solutions Ranking: Tools are ranked according to their average mitigation rate aggregated across all tested attack vectors.
Text-to-SQL: Comparison of LLM Accuracy in 2025
I have been relying on SQL for data analysis for 18 years, beginning with my days as a consultant. Translating natural-language questions into SQL makes data more accessible, allowing anyone, even those without technical skills, to work directly with databases.
10+ Agentic AI Trends and Examples for 2025
The future of agentic AI isn’t just about improving tools or streamlining business workflows. It’s about integrating AI deeply and transforming business approaches by restructuring current frameworks. [aim_list] Key takeaways: 10+ agentic AI trends and examples 1.
WLA Migration: Best Practices & Vendor Approaches [2025]
Organizations are increasingly reconsidering their existing workload automation tools, with many actively exploring or transitioning to new solutions. Migrating to a newer workload automation system can provide immediate gains in scalability, reliability, and integration capabilities. We define workload automation (WLA) migration, best practices, what to pay attention to, and the differing approaches from different vendors.
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Accounts Payable ERP Integration to Boost AP Automation
Dynamics AP Automation in '25: 5 Solutions & Features Analyzed
ChatGPT AIOps: 8 Powerful Applications in 2025
5 Social Listening Platforms Benchmark in 2025
We use 5 top social listening tools to help enterprises interested in tracking their online presence, understanding audience engagement, and measuring sentiment. This is the summary of our results: [aim_list] [/aim_list] Comparison of social listening platforms Table 1. Pricing and integration * days **per month, as of May 2025.
S3 Compatible Cloud Object Storage Benchmark in 2025
I have been using Amazon S3 for over a decade. I have benchmarked leading S3-compatible object storage providers across 9 key criteria (e.g., ease of migration, data transfer fees, storage costs, retrieval times, and mount-ability). AWS leads public cloud computing, with S3 as the most widely used cloud storage.
Top 10+ DSPM Vendors to Enhance Data Security in 2025
As a technology and information security leader, I selected the top 10 DSPM solutions for discovering, classifying, and protecting sensitive data across IaaS, SaaS, and DBaaS environments.
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.
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.
Compare Top 5 MLOps vs DataOps Differences in 2025
Inspired by DevOps practices, MLOps and DataOps have emerged as critical methodologies for ensuring seamless machine learning and database operations. While both share roots in automation and operational efficiency, the debate around MLOps vs DataOps highlights their distinct roles in IT workflows.
Will Pi Network make you rich? No, but it can pay cents per hour
This is an investment related topic so please read our disclaimer regarding investment. We don’t expect anyone except the founders to benefit from PI Network in a significant way because: How does Pi Network work? It is an app where users Could Pi Networks’ currency be valuable in the future? Of course.
Enterprise AI Company Landscape Breakdown in 2025
Artificial intelligence is revolutionizing every industry with various use cases. Demand for AI products grows as more companies shift their legacy systems with digital products to survive in the competitive business landscape. However, the AI vendor landscape is crowded, and most executives or decision-makers have limited knowledge of the AI landscape.
CRM AI Systems: Top 3 Vendors and Key Features in 2025
AI-powered CRM systems leverage machine learning, natural language processing (NLP), and data analytics to enhance the capabilities of traditional CRM. The adoption of AI in CRM is driven by the need for more personalized customer experiences and efficient data management.
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