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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.

Sep 2211 min read

Benchmark Best 25 AI Governance Tools

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.

Sep 211 min read

Best RAG tools: Frameworks and Libraries

RAG (Retrieval-Augmented Generation) improves LLM responses by adding external data sources. We benchmarked different embedding models with various chunk sizes to see what works best. Explore the RAG frameworks and tools, what RAG is, how it works, its benefits, and the current situation in the LLM landscape.

Aug 2215 min read

Top 30 Cloud GPU Providers & Their GPUs

We benchmarked the 10 most common GPUs in typical scenarios (e.g., finetuning an LLM like Llama 3.2). Based on these learnings, if you: Ranking: Sponsors are listed with links and highlighted at the top. Next, hyperscalers are listed by their US market share. Then, providers are sorted by the number of models that they offer.

Sep 2712 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.

Sep 89 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.

Sep 248 min read

Top 40+ LLMOps Tools & Compare them to MLOPs

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 2614 min read

Compare Top 7 Generative AI Services & Vendors

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.

Aug 226 min read

Top 100 RPA Use Cases with Real Life Examples

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.

Aug 1123 min read

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Low/No-Code AI Agent Builders: n8n, AgentKit, make, Zapier

We spent three days setting up and configuring AI agent workflows using the free tiers of popular low/no-code tools, including n8n (self-hosted), make, and Zapier, and evaluated OpenAI’s AgentKit based on its official documentation.

Oct 1614 min read

Top 3 MFT Platforms With Distinctive AI Features

We analyzed AI MFT vendors based on criteria including customer reviews, protocol support, and documented AI capabilities. Identify platforms that match your infrastructure requirements and budget. These platforms represent different approaches to AI in MFT from autonomous operations to predictive SLA monitoring to conversational analytics.

Oct 135 min read

AI Scientist: Automating the Future of Scientific Discovery

AI scientists mark a major advance toward fully automatic scientific discovery, aiming to perform the entire research process independently. Unlike traditional tools, these automated labs can expedite research processes by generating hypotheses, designing and executing experiments, interpreting results, and communicating findings.

Oct 813 min read

A Test for AI Deception: How Truthful are AI Systems?

We benchmark four LLMs using a combination of automated metrics and custom prompts to assess how accurately the models provide factual information and avoid common human-like errors to understand the magnitude of AI deception. In our assessment, GPT-4o achieved the highest truthfulness score.

Oct 106 min read

Top 6 Database Monitoring Tools: Features & Challenges

The performance of your database directly dictates the health of your applications and the satisfaction of your customers. Database Administrators (DBAs), DevOps, and SRE teams rely on specialized monitoring software to prevent outages, tune inefficient queries, manage costs, and ensure continuous availability.

Oct 67 min read

Top 10 AI Agents in Marketing

Research shows that 50% of organizations already using generative AI plan to launch agentic AI pilot programs in 2025.AI agents in marketing represent a significant shift in the industry, introducing systems that can reason, make decisions, and act with minimal human oversight.

Oct 68 min read
Top 8 Observability Software with Pricing and Feature Comparison

Top 8 Observability Software with Pricing and Feature Comparison

Observability platforms promise complete visibility across distributed systems, but selecting the right one is hard when every vendor claims they do everything. We analyzed the top 8 observability software by looking at their documented capabilities, public pricing, verified customer reviews, and enterprise reference cases.

Oct 136 min read

Best 7 AI Testing Agents for QA

We evaluated AI testing agents; most were overhyped Selenium/Playwright with marketing. A few were capable of writing/maintaining test cases or visual testing, though even these tools still have notable limitations. From these, we selected 7 agents and categorized them by their primary focus areas. Our evaluation is based on real-world application readiness.

Oct 97 min read

LCMs: From LLM Tokenization to Concept-level Representation 

Large concept models (LCMs), as introduced by Meta in their work on “Large Concept Models,” represent a fundamental shift away from token-based prediction toward concept-level representation.

Oct 65 min read

Top 10 Agentic AI in Supply Chain Tools & Use Cases

Forecasts suggest that by 2030, half of cross-functional supply chain management solutions will integrate agentic AI capabilities. This widespread adoption will enable global enterprises to reduce exposure to supply chain disruptions and achieve more consistent performance.

Oct 25 min read

A Test for AI Deception: How Truthful are AI Systems?

We benchmark four LLMs using a combination of automated metrics and custom prompts to assess how accurately the models provide factual information and avoid common human-like errors to understand the magnitude of AI deception. In our assessment, GPT-4o achieved the highest truthfulness score.

Oct 106 min read

Top 6 Database Monitoring Tools: Features & Challenges

The performance of your database directly dictates the health of your applications and the satisfaction of your customers. Database Administrators (DBAs), DevOps, and SRE teams rely on specialized monitoring software to prevent outages, tune inefficient queries, manage costs, and ensure continuous availability.

Oct 67 min read

Top 10 AI Agents in Marketing

Research shows that 50% of organizations already using generative AI plan to launch agentic AI pilot programs in 2025.AI agents in marketing represent a significant shift in the industry, introducing systems that can reason, make decisions, and act with minimal human oversight.

Oct 68 min read
Top 8 Observability Software with Pricing and Feature Comparison

Top 8 Observability Software with Pricing and Feature Comparison

Observability platforms promise complete visibility across distributed systems, but selecting the right one is hard when every vendor claims they do everything. We analyzed the top 8 observability software by looking at their documented capabilities, public pricing, verified customer reviews, and enterprise reference cases.

Oct 136 min read

LCMs: From LLM Tokenization to Concept-level Representation 

Large concept models (LCMs), as introduced by Meta in their work on “Large Concept Models,” represent a fundamental shift away from token-based prediction toward concept-level representation.

Oct 65 min read

Multi-GPU Benchmark: B200 vs H200 vs H100 vs MI300X

For over two decades, optimizing compute performance has been a cornerstone of my work. We benchmarked NVIDIA’s B200, H200, H100 and AMD’s MI300X to assess how well they scale for Large Language Model (LLM) inference. Using the vLLM framework with the meta-llama/Llama-3.1-8B-Instruct model, we ran tests on 1, 2, 4 and 8 GPUs.

Oct 157 min read

MCP Benchmark: Top MCP Servers for Web Access

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. We also performed a load test involving 250 concurrent AI agents.

Oct 156 min read

Best YouTube Scrapers: Free & Paid Tools

YouTube is a dynamic platform, and maintaining a scraper that adapts to frequent site changes is essential for reliable data extraction.

Oct 64 min read
Top 5 Endpoint Management Software  with Pricing

Top 5 Endpoint Management Software with Pricing

According to Microsoft’s Digital Defense Report, the most common case of cybercrime is unauthorized access to unmanaged devices. With the rise of bring-your-own-device (BYOD) implementations and the trend toward remote/hybrid work, businesses are strengthening their network security measures to prevent security compromises.

Oct 67 min read