measurement and governance

The shift from copilots to agents is no longer a theoretical next step in enterprise AI; it is quickly becoming the operational question that will separate experimental adopters from true AI-powered organizations. Microsoft’s latest guidance frames that transition as a workforce design issue...

Fast Company’s recent dispatch lands like a corrective: despite the torrent of vendor claims, glossy demos, and executive mandates, AI tools are not yet producing the broad, measurable productivity lift companies expected. That headline — that AI copilots, chat assistants, and generative models...