Most teams don’t need more tools. They need fewer handoffs between the tools they already use. When we audit a business, we look for repeated decisions, delayed handoffs, and places where people are acting as glue between systems.
AI fits best where the pattern is clear, the data exists, and the cost of a miss is measurable. Inventory alerts, order exceptions, and reporting packs are common wins. Vague experiments rarely are.
Start with one workflow that burns hours every week. Ship something your team will open tomorrow. Then expand. That’s how automation compounds instead of becoming shelfware.