AI hype : What are true markers of success and ROI for SMBs?

For many organizations, AI adoption has shifted from deciding to invest to turning pilots into production-ready deployments that deliver value. This research examines what drives successful AI initiatives, focusing on workforce agency, AI design, and evolving ROI definitions. Explore this further.