Skip to content

Cake Team

Top customer service AI agent use cases.

Top 6 Use Cases for Customer Service AI Agents

We often think of customer service as a cost center, a necessary expense for doing business. But what if it could be a powerful driver of efficiency...

Published 08/25 19 minute read
AI agent vs. chatbot.

Is a Chatbot an AI Agent? A Guide to Choosing

Is a chatbot an AI agent? Learn the key differences between chatbots and AI agents to choose the best solution for your business needs.

Published 08/25 25 minute read
AI-powered ETL pipelines streamline data flow for machine learning.

ETL Pipelines for AI: Streamlining Your Data

Building a powerful AI model without a solid data strategy is like constructing a skyscraper on a weak foundation. It doesn’t matter how impressive...

Published 08/25 16 minute read
ETL process flowchart on a computer screen with a tablet and coffee nearby.

ETL for ML: How to Prep Data for Your Models

Get a clear, friendly explanation of ETL for ML, including how data integration works and why it’s essential for building reliable machine learning...

Published 08/25 26 minute read
Data ingestion for AI: Laptop displaying charts on circuit board.

What is Data Ingestion? Your Guide to Efficient AI

Are your AI projects moving slower than you’d like? You have the talent and the ambition, but progress feels stalled. Before you look at your models...

Published 08/25 18 minute read
Databricks alternatives

Top Databricks Alternatives for Modern AI Development in 2025

Databricks is a cloud-based data and AI platform designed to unify data engineering, data science, analytics, and machine learning workflows. Founded...

Published 08/25 6 minute read
Optimized MLOps pipeline for efficient machine learning workflows.

MLOps Pipeline Optimization: A Complete Guide

Getting a machine learning model (ML) from a data scientist's laptop into a live production environment is often a slow, manual, and frustrating...

Published 08/25 18 minute read
Best open-source MLOps tools for building your ML stack.

Your Guide to the Top Open-Source MLOps Tools

Find the best open-source MLOps tools for your team. Compare top options for experiment tracking, deployment, and monitoring to build a reliable ML...

Published 08/25 31 minute read
8 Vertex AI Alternatives for Your AI Projects

8 Vertex AI Alternatives for Your AI Projects

Find the best Vertex AI alternatives for portability, compliance, and control. Compare top platforms to choose the right fit for your AI and ML...

Published 08/25 22 minute read
MLOps vs. DevOps: Gears and tech represent their interplay.

MLOps vs DevOps: What's the Core Difference?

Your data science team just built a groundbreaking machine learning model. The potential is huge. But getting it from the lab into a live production...

Published 07/25 21 minute read