How do you measure the return on an AI project?

The return is measured by comparing a baseline with indicators before and after the project: time per task, cost per request, errors, leads handled, conversion, resolved tickets, appointments, response times, or other relevant KPIs. From the economic benefit, we subtract development, infrastructure, models, and maintenance. ROI needs to be tied to a concrete process.