Artificial IntelligenceJul 8, 20257 min read
AI for SMEs: 5 use cases that pay off today
You don’t need a research lab to benefit from AI. These five practical use cases deliver measurable value for mid-sized companies right now.
The most valuable AI projects are rarely the flashiest. For mid-sized companies, the wins come from automating repetitive knowledge work and making existing information instantly usable.
Five use cases that work
- A support assistant that answers from your own documentation
- Automatic classification and routing of incoming emails
- Drafting first versions of quotes, reports and routine text
- Search across all your internal knowledge in seconds
- Predictive insights from data you already collect
Start with one narrow, measurable use case, keep a human in the loop, and expand only what demonstrably works — built securely and GDPR-compliant.