Current state of the market Where AI Delivery Breaks Down
AI initiatives often stall not because of a lack of ideas or ambition, but because teams lack sustained access to practitioners with real experience executing AI systems into production.
of tech leaders report difficulty moving AI initiatives into production
0
%
of teams report hands-on experience operating AI systems in production
0
%
increase in cost when AI projects require late-stage execution expertise
+20
20
%























