Practical AI for SMEs: Beyond the Hype

AI headlines are dominated by billion-dollar models, but the highest-ROI applications for small and mid-size businesses are refreshingly boring.

First: document extraction. Invoices, purchase orders and KYC documents can be parsed automatically with near-perfect accuracy, eliminating hours of manual data entry.

Second: support copilots. An assistant trained on your own product docs can draft replies for your support team, cutting response times in half while keeping humans in control.

Third: internal search. A RAG (retrieval-augmented generation) layer over your policies, SOPs and past proposals means employees stop asking the same questions on repeat.

Each of these ships in weeks, not quarters — and pays for itself within the first billing cycle.