The prototyping tax is killing your AI roadmap
AI prototyping overhead is blocking teams from shipping production AI systems
Databricks argues that the hidden cost of iterating through AI prototypes — the 'prototyping tax' — is a primary blocker for enterprise AI roadmaps. The piece targets engineering and platform teams dealing with the gap between proof-of-concept and production. Relevance is moderate: it reflects a real practitioner pain point but reads as vendor-positioned content rather than a novel industry signal.