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AI-powered time-series forecasting: Charts, graphs, and data analysis.

AI Time-Series Forecasting Techniques: A Complete Guide

Your historical data is telling a story about your business. The question is, are you equipped to understand what it's saying about the future? While...

Published 08/25 19 minute read
AI pipeline bottleneck analysis on computer screens.

Identify & Overcome AI Pipeline Bottlenecks: A Practical Guide

Your AI pipeline should be a superhighway for data, but too often it feels like a traffic jam during rush hour. A single slowdown, or bottleneck, can...

Published 08/25 18 minute read
Detecting outliers in time-series data on a laptop.

Detecting Outliers in Time-Series Data: A Guide

Every data point tells a part of your business' story, but some shout louder than others. These are your outliers, i.e., the sudden spikes and...

Published 08/25 17 minute read
AI-powered analytics on a laptop.

How AI Transformed Data Analytics: A Practical Guide

Most businesses today are sitting on a mountain of data, but getting clear, actionable insights from it can feel impossible. Information is often...

Published 08/25 17 minute read
stacks of money

Save $500K–$1M Annually on Each LLM Project with Cake

Teams running LLM projects on Cake's platform are realizing significant cost advantages, saving between $500K and $1M annually per project. These...

Published 08/25 4 minute read
moving fast

Deploy AI Models to Production Nearly 4X Faster with Cake

Enterprises using Cake have achieved up to 3.9x faster deployment of AI models into production, moving from months of setup to just weeks....

Published 08/25 4 minute read
6x mlops productivity

6x MLOps Productivity: How Teams Do More With Less Using Cake

Enterprises running on Cake have seen up to a 6x increase in MLOps productivity. That's not marketing spin. It's a direct outcome of teams...

Published 08/25 4 minute read
Best open-source anomaly detection tools displayed on monitors in a control room.

The Best Open-Source Anomaly Detection Tools

Your business generates a constant stream of data, and hidden within it are clues about what’s working and what’s about to break. Manually sifting...

Published 08/25 17 minute read
AI-powered anomaly detection network diagram on a computer monitor.

Anomaly Detection with AI & ML: A Practical Guide

When we think of business problems, we often picture the big, obvious ones: a website crash or a major security breach. While those are critical, the...

Published 08/25 21 minute read