AI is no longer just for large corporations with in-house data teams. More and more SMEs are applying AI to very specific processes, with moderate investment and measurable results within months. Here are five use cases that are already working.
- Support automation — Chatbots trained on the company's own documentation that resolve the most repetitive queries and free up the human team for cases that truly need judgment.
- Demand forecasting — Models that analyze sales history and external variables to anticipate stock or staffing needs.
- Data analysis — Turning scattered spreadsheets into natural-language answers, without relying on someone building a report every time a question comes up.
- Document generation — Proposals, reports and summaries generated automatically from templates and client data, ready in minutes instead of hours.
- Ticket and email routing — Automatically directing incoming requests to the right department or person based on content and urgency.
The pattern across all five is the same: you do not need a massive project to get started. Identify one well-defined, repetitive task, automate it first, and measure the result before scaling to other processes.
