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Enterprise Generative AI: 10+ Use Cases & Best Practices

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.

Jun 189 min read

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.

Jun 279 min read

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.

Jun 2215 min read

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.

Jun 2612 min read

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.

Jul 39 min read

Best 10 Serverless GPU Clouds & 14 Cost-Effective GPUs

Serverless GPU can provide easy-to-scale computing services for AI workloads. However, their costs can be substantial for large-scale projects. Navigate to sections based on your needs: Serverless GPU price per throughput Serverless GPU providers offer different performance levels and pricing for AI workloads.

Jul 48 min read

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.

Jul 214 min read

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.

Jul 26 min read

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 identify 100 use cases and real-life examples of Robotic Process Automation, illustrating its application in automating repetitive tasks across various business, industry-specific, and personal contexts. Common Business Processes 1.

Jul 323 min read

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AEO vs SEO: Key Differences, Strategies & Integration Tips

Answer Engine Optimization (AEO) and Search Engine Optimization (SEO) are digital marketing methods that help businesses get online visibility. However, they have different goals, focus, and approaches.

Jun 304 min read

Best 30+ Open Source Web Agents in 2025

In our benchmarks, we tested proprietary web agents and remote browsers. In this article, we listed open-source web agents that enable AI agents to navigate, interact with, and extract data from the web, including tasks like browsing, authentication, and web  crawling: [aim_list] [/aim_list] Open-source web agents: Accuracy benchmark See benchmark sources.

Jun 267 min read

Top 20+ Open Source AI Coding Agents & Frameworks ['25]

In prior evaluations, we benchmarked proprietary, paid AI coding agents—such as Cursor—focusing on their performance in API development and app building tasks. In this article, we listed the leading open-source AI coding agents, organized by functional category: [aim_list] [/aim_list] 🛠️ Developer tools Tools or extensions that help developers generate, review, or debug code.

Jul 26 min read

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.

Jun 245 min read

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.

Jun 268 min read

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.

Jun 209 min read

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.

Jul 19 min read

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.

Jun 3011 min read

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.

Jun 106 min read

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.

Jun 235 min read

AI Coding Benchmark: Best AI Coders Based on 5 Criteria

The majority of software engineers rely on AI coding assistants at least once a day in 2025.

Jul 66 min read
PCI DSS Compliance Software in: Types & Best Practices

PCI DSS Compliance Software in: Types & Best Practices

During my career, I have participated in many PCI-DSS processes across various sectors. I have categorized PCI-DSS v3 into three phases, from the simplest points to the most advanced, to help companies achieve PCI-DSS certification.

Jul 75 min read
DLP in Banking: Best Software & Practices in 2025

DLP in Banking: Best Software & Practices in 2025

To protect against the rising data threat, banks and financial institutions must implement effective data loss prevention software and strategies tailored to their unique banking sector needs. Here, we list the best DLP software compared with banking and finance-specific criteria, and provide some best practices to help your business protect its confidential data. 1.

Jul 74 min read

DLP Review: Benchmark Testing of 6 DLP Products in 2025

Leveraging my 2 decades of experience as a cybersecurity practitioner, I selected top DLP software for securing sensitive information & complying with regulatory standards. I tested 6 of these DLP solutions over a month, focusing on key features like channel coverage, ease of deployment, and classification accuracy.

Jul 714 min read

Top 4 Field Agent Competitors & Alternatives in 2025

Monitoring retailers across different countries can pose a challenge for manufacturers of CPGs (consumer packaged goods) and FMCGs. Planogram audit services or retail audit companies offer solutions to help overcome these challenges. Field Agent is a service provider specializing in retail monitoring services for consumer packaged goods (CPG) producers.

Jul 75 min read

What is Mandatory Access Control (MAC)? in 2025

Mandatory access control (MAC) is a security method that limits individuals’ capacity to grant or deny access to assets in a system. Mandatory access control helps organizations by enforcing strict security policies on access to resources.

Jul 76 min read

15 Best Data Loss Prevention (DLP) Software in 2025

Based on our DLP benchmark & features, here are the top data loss prevention tools.

Jul 713 min read

30 Datasets for ML & AI Models in 2025

Data is required to leverage or build generative AI or conversational AI solutions. You can use existing datasets available on the market or hire a data collection service. Explore different types of existing datasets: custom human-generated, custom machine-generated, natural language processing, open, public government, image, audio, and healthcare datasets to train your machine-learning models.

Jul 77 min read

IoT Agriculture: Use Cases & Technologies in 2025

With the global population projected to reach approximately 10 billion by 2050, the need for increased agricultural production has become more pressing than ever.

Jul 78 min read

Alpha Network is a Waste of 15 Seconds per Day in 2025

Alpha Network is a game-like application where the user clicks on a button once a day and receives free coins for 24 hours. Much like Eagle Network and Pi Network it has red flags circling its whitepaper and anonymous creators.

Jul 73 min read