5 practical AI use cases for SMEs
You don't need a research lab to benefit from artificial intelligence. Here are five uses that deliver measurable results within weeks.
By GBTec Partners · Published on 22 September 2026 · 1 min read
Generative AI is now within reach of every company. The risk is no longer missing the technology, but using it without a clear goal. Here are five use cases we often recommend, because they are easy to measure and quick to set up.
1. A customer service assistant
Many customer requests are repetitive: order tracking, lead times, returns, availability. An assistant connected to your knowledge base and ERP can answer them instantly, around the clock, and hand complex cases to an agent with a summary of the conversation.
What to measure: share of requests resolved without a human, time to first response.
2. Automated document processing
Supplier invoices, purchase orders, contracts: AI can extract the key information, check it and enter it into your business software. Uncertain cases go to a human for validation.
What to measure: data-entry time saved, error rate.
3. Search across your internal knowledge
Procedures, technical sheets, project history: your teams waste time looking for information. A conversational search engine (RAG) answers from your own documents and cites its sources.
4. Sales preparation
Account summaries, meeting preparation, first drafts of proposals or follow-ups: AI prepares, your salespeople review and personalise.
5. Forecasting and anomaly detection
On your sales and stock data, forecasting models help you buy better, avoid stock-outs and spot unusual variations.
How to get started
- Start small: one use case, one metric, a few weeks.
- Keep a human in the loop for sensitive decisions.
- Protect your data: choose providers that don't train their models on your information.
- Measure before and after to decide whether to scale.
Want to find the most valuable use case for your business? Book a call with our team.