A framework for achieving return on investment (roi) from artificial intelligence (ai) is being discussed, with some outlets suggesting a multi-stage approach to measuring and managing ai roi. The topic appears to be relevant to various industries, including supply chain, finance, and healthcare, with some organizations reportedly moving beyond experimentation to capturing digital value. Different approaches to achieving ai roi are being proposed, but the specifics of these approaches are not consistent across reports.