1001 Real-World AI Use Cases: Industry-Specific Cheat Sheet

Sample AI Use Cases by Domain

Healthcare | Mayo Clinic | Predictive patient scheduling | Reduced no-shows by 23% using ML to forecast appointment attendance | Shows AI isn’t just diagnosis—it’s operational efficiency

Retail | Stitch Fix | Algorithmic styling recommendations | 85% customer satisfaction via hybrid human-AI curation | Proves AI augments, not replaces, creative judgment

Finance | JP Morgan | Contract intelligence (COIN) | Reviews 12,000 commercial credit agreements in seconds vs. 360K hours annually | Legal AI that actually delivers ROI

Manufacturing | Siemens | Digital twin simulation | 20% energy savings through AI-optimized production modeling | Industrial IoT meets predictive analytics

Agriculture | John Deere | Computer vision crop monitoring | Early disease detection via drone imagery analysis | Precision farming at scale

Education | Georgia State University | Chatbot student advising | 21% increase in summer melt prevention for at-risk students | Conversational AI that genuinely supports equity

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Download the Full Dataset

Want all 1,001 use cases in a filterable Excel format?

The complete dataset includes:

• 15 industry categories
• Organization names and case details
• Quantified impacts and strategic insights
• Source links for deeper research

Since WordPress doesn’t support direct file uploads, here’s how to access it:

📧 Email me directly at pr@xlr8agility with “AI Use Cases Dataset” in the subject line, and I’ll send you the Excel file within 24 hours.

Alternatively, connect with me on LinkedIn post comment as ‘1001usecase’ and I’ll share the link via DM.

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Sources & Transparency

This compilation draws from:

• Harvard Business Review AI case studies (hbr.org/topic/artificial-intelligence)
• Stanford HAI industry reports (hai.stanford.edu)
• MIT Sloan Management Review research (sloanreview.mit.edu/tag/artificial-intelligence)
• McKinsey Global Institute AI research (mckinsey.com/capabilities/mckinsey-digital)
• Company-published case studies and annual reports

All claims have been cross-referenced against public documentation. Where impact metrics are cited, they reflect reported figures as of the date of publication (October 2025).