Pometry

Enterprise assistants get built either on document retrieval or on a formal ontology. Both answer the questions asked during the pilot and stall on the ones that matter, because the questions worth asking cross domains and carry time.

Banks have invested heavily in AI but cost-to-income has barely moved. The gap between individual and institutional AI is not model quality, it's context. Closing it takes a System of Context.

Somewhere between 60 and 70 percent of bank transformation programmes fail. The defence and intelligence communities solved a very similar problem. Their answer is instructive.

Pometry CEO Alhamza Alnaimi on why banks still struggle to turn data into intelligence, why 60-70% of major transformations still miss the mark, and what every senior leader should do differently this year.

Large organisations today have more delivery data than ever. And yet, major programmes still drift. There is a mismatch between what transformation leaders can see and how transformation systems actually behave.