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Cake Team

Analytics dashboard on a computer screen for AI cost management and spend control.

AI Cost Control: A Practical Guide for Your Team

Master AI cost control with practical strategies to track, manage, and optimize your AI spending for better efficiency and business value.

Published 10/25 28 minute read
A laptop showing a framework for responsible AI and LLM governance.

Effective LLM Governance Starts with Infrastructure

Learn how infrastructure adjustments for effective LLM governance help you create a scalable, secure, and responsible AI framework for your...

Published 10/25 30 minute read
Icons representing the various components that make up the total cost of AI infrastructure.

What Drives AI Infrastructure Cost (And How Governance Controls It)

AI infrastructure cost is one of the biggest unknowns for teams getting started with machine learning or generative AI projects. How much does it...

Published 10/25 19 minute read
An AI governance framework with data dashboards showing analytics and network connections.

What Is AI Governance? A Practical Guide

Building and deploying AI isn't just a job for your tech team; it's a company-wide effort. That’s why AI governance should be treated like a team...

Published 10/25 21 minute read
AI-powered regression analysis displayed on a computer screen.

AI Regression Testing: What It Is & Why It Matters

Learn how AI regression testing streamlines software quality and predictive analytics, making your AI applications smarter and more reliable.

Published 10/25 33 minute read
High-quality data fuels machine learning success.

Data Creation for Machine Learning: A Step-by-Step Guide

Get practical steps for data creation for machine learning, from sourcing and cleaning to labeling, so your AI models deliver accurate, reliable...

Published 10/25 29 minute read
Synthetic data generation visualized.

What is Synthetic Data Generation? A Practical Guide

Real-world data is often the biggest bottleneck for any AI project. It can be expensive to acquire, slow to label, and full of privacy risks and...

Published 10/25 17 minute read
AI transforming business analytics.

How AI Transforms Business Analytics: A Practical Guide

Your data analysts are some of the smartest people in your company. So why do they spend so much of their time cleaning spreadsheets and running the...

Published 10/25 14 minute read
AI-powered personalization for online retail.

AI for Online Retailers: Benefits and Use Cases

How much of your day is spent on repetitive but essential tasks? Manually updating inventory, sorting customer support tickets, or trying to predict...

Published 10/25 18 minute read
AI-powered retail engagement enhances customer experience.

The Retailer's Guide to AI-Powered Customer Engagement

Learn how AI powered customer engagement helps retailers build stronger relationships, personalize shopping, and improve every step of the customer...

Published 09/25 24 minute read