other
Publisher of the single cluster source analysing whether the reported throughput counters are usable as a procurement benchmark.
No evidence-backed relationships are recorded.
Jedify's CTO attributed the misses, re-ran part of its own benchmark on open weights, and owned a bad caption. The arithmetic on its ROI multiples still does not close.
Reality
The firm's new AI Value Realization Office will govern model selection, usage and scaling decisions. The savings figure is company-reported, and the operating model is still undisclosed.
Reality
A University of Toronto team read the whole inventory. It documents adoption, back-office use and vendor dependence, but not who exercises judgment when a system gets something wrong.
Reality
The interesting work in SoFi's AI financial guide is account context, memory and escalation rules. The engagement figure it shipped with has no published denominator.
Reality
X Square Robot reports 1,816 parcels in an uncut hour at above 98% success, roughly 45% over Figure AI's 200-hour average. Neither run shipped an intervention log, so neither is comparable.
Reality