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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
Real-time anomaly detection monitors in production.

Practical Guide to Real-Time Anomaly Detection in Production

Your production environment is a constant stream of data, from sensor readings and transaction logs to user activity. Hidden within that stream are...

Published 08/25 19 minute read
Data extraction vs. data ingestion gears.

Data Extraction vs. Ingestion: How They Work Together

Your business data is scattered everywhere. It’s in customer databases, marketing platforms, support tickets, and third-party applications. To make...

Published 08/25 15 minute read
Automated data extraction with digital interface.

Automated Data Extraction: Benefits and Use Cases

Your team is your company's greatest asset, filled with smart, capable people hired for their strategic minds. So why are they spending hours every...

Published 08/25 15 minute read
AI data extraction vs. traditional methods.

AI Data Extraction vs. Traditional: Which Is Best?

Your business is sitting on a goldmine of information locked away in unstructured documents like emails, PDFs, and scanned images. Traditional...

Published 08/25 20 minute read
Predictive analytics vs. machine learning network diagrams on a computer screen.

Predictive Analytics vs. Machine Learning: Clarifying the Differences

Many people frame the discussion around predictive analytics vs machine learning as a choice you have to make. The truth is, they are most powerful...

Published 08/25 15 minute read