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18 February 2026
USA

From Pilot Purgatory to Productive Failure: Fixing AI's Broken Learning Loop

From Pilot Purgatory to Productive Failure: Fixing AI's Broken Learning Loop

InformationWeek has featured Yuri Gubin, Chief Innovation Officer at DataArt, in an article on why organizations must rethink AI pilots and KPIs to close the gap between experimentation and real business value.

“Given how many AI projects fail between pilot and production, it seems there must be a common flaw in the rollout process.”
“While AI is fast, CIOs must act just as fast -- or faster. The question: How can humans possibly move faster than AI and KPI-driven failures?”
"If an experiment finishes and the organization has nothing to show for it in terms of insight or data, that is simply wasted effort. Failure itself is not the problem. Lack of learning is.”

Read the full article here.