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Machine Learning Platforms: A Practical Guide to Choosing

Machine learning (ML) can often sound complex, perhaps even a little intimidating. But what if you had a comprehensive solution designed to simplify...

Published 06/25 23 minute read
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6 of the Best Open-Source AI Tools of 2025 (So Far)

Open-source AI is reshaping how developers and enterprises build intelligent systems—from large language models (LLMs) and retrieval engines to...

Published 06/25 7 minute read
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LLMOps Explained: Your Guide to Managing Large Language Models

You've seen the incredible potential of large language models (LLMs). But how do you translate that raw potential into tangible business results and...

Published 06/25 19 minute read
Data intelligence connecting data streams.

What is Data Intelligence? How It Drives Business Value

Many businesses today are sitting on a goldmine of data, yet they struggle to extract its full value. The gap between raw information and strategic...

Published 06/25 16 minute read
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How to Choose the Best AI Platform for Your Business

The rise of AI is transforming how businesses operate—from personalized customer experiences to intelligent automation and faster decision-making....

Published 06/25 23 minute read
Why Cake beats AWS Sagemaker

Why Cake Beats AWS SageMaker for Enterprise AI

Enterprise AI teams are stuck with a tough choice: spend months or years building everything from scratch, rely on cloud vendor platforms like AWS...

Published 06/25 5 minute read
The Future of AI Ops: Exploring the Cake Platform Architecture

The Future of AI Ops: Exploring the Cake Platform Architecture

Cake is an end-to-end environment for managing the entire AI lifecycle, from data engineering and model training, all the way to inference and...

Published 05/25 7 minute read
“DevOps on Steroids” for Insurtech AI

“DevOps on Steroids” for Insurtech AI

The insurance industry is uniquely positioned to benefit from machine learning and AI. Insurance data is typically unstructured: phone agents collect...

Published 05/25 3 minute read
How Glean Cut Costs and Boosted Accuracy with In-House LLMs

How Glean Cut Costs and Boosted Accuracy with In-House LLMs

Key takeaways Glean extracts structured data from PDFs using AI-powered data pipelines Cake’s “all-in-one” AIOps platform saved Glean two-and-a-half...

Published 05/25 6 minute read