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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.
Best 25 AI Governance Tools & Platforms: IBM, AWS & More
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. In Q&A systems, RAG provides current, reliable facts and lets users trace their origins, boosting transparency and trust in AI.
30 Cheapest Cloud GPU Providers 2025: Lambda Labs & More
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 Providers 2025: AWS, Azure & More
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
The number of large language models (LLMs) has grown significantly since 2019 due to their diverse applications (Figure 1). Yet, creating a new foundation model can cost up to $90 million, while fine-tuning existing models ranges from $100,000 to $1 million. These expenses stem from computational demands, data processing, and R&D efforts.
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.