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Cut AI Model Deployment Time by Nearly 400% 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