Research ReportFrom Proof of Concept to Inference ROI: Overcoming the Five Failure Modes of Production AI with Nebius Token FactoryIn our latest report, From Proof of Concept to Inference ROI: Overcoming the Five Failure Modes of Production AI with Nebius Token Factory, completed in partnership with Nebius, Futurum Research examines the operational barriers that prevent organizations from scaling AI successfully.Daniel Newman, Brendan Burke·March 24, 2026