hero background shape
E-Book

15 Machine Learning Use Cases to Solve Everyday Business Problems

When most people think about machine learning, they assume it’s a complex form of AI beyond their reach, requiring hours of coding and complex algorithms to create functional models.

 

But with modern analytics solutions like Alteryx, anyone can create and automate ML models in minutes.

 

Discover 15 use cases for immediate business impact.

 

 

Recommended Resources

 
Customer Story
Siemens Energy Accelerates Manufacturing Intelligence with Alteryx
Learn how Siemens Energy's finance and controlling team used Alteryx to replace manual reporting with governed, automated workflows.
  • Finance
  • Operations
  • Energy and Utilities
Learn More
 
Customer Story
Papa Johns Scales Finance Transformation with Alteryx One and Google Cloud
Discover how Papa Johns replaced hundreds of hours of manual finance work with governed, auditable Alteryx workflows, and built the logic layer their AI investment needed to deliver real business outcomes.
  • Data Analytics
  • Finance
  • Retail and Consumer Goods
Learn More
 
Analyst Report
2026 IT Leader Research: The State of AI Ownership, Agents, and ROI
A survey of 1,400 IT leaders uncovers the gap between AI investment and AI value, and what it takes to close it through governance, business context, and IT-business collaboration.
  • Analytics Leader
  • IT Leader
Read Now
 
Datasheet / Brief
What Your Lakehouse Needs to Power Agentic AI
This digital dialogue explains the data foundation agentic AI demands. See how semantics, governed self-service, and clear boundaries move autonomous AI from idea to execution.
  • Data Platforms
  • Risk Reduction
Read Now
 
E-Book
Business Logic: The Missing Layer of Enterprise AI
This e-book breaks down why business logic is the missing layer of most AI initiatives — and how it closes the trust gap that enables scalable AI across the business.
  • Analytics Automation
  • IT Leader
Read Now
 
Analyst Report
Paving the Path to AI-Fueled Business in Financial Services
  • Financial Services
Read Now