RESEARCH · 2 PUBLISHED
Pattern analyses
Multi-project studies with named datasets and honest limits. Not opinion. Not prediction.
The hidden cost of AI maintenance: a four-year cost curve
Four years of actual maintenance costs across nine production AI systems, with the specific cost drivers at each stage.
Read →Why AI proof-of-concepts don't reach production: a pattern analysis
An analysis of eleven AI proof-of-concepts that did not make it to production, and the seven failure patterns they share.
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