Reports indicate that businesses are struggling to measure the return on investment (roi) from their use of artificial intelligence (ai). Some studies suggest a disconnect between ai adoption and understanding its financial benefits, with many companies expecting major benefits but lacking in roi metrics. The issue of measuring ai roi is being addressed by various professional services, with some offering frameworks and guidance on how to scale ai for maximum value.