The prototyping tax is killing your AI roadmap

Source: Databricks.com· Navdeep Alam, Zhe Sun· August 17, 2026
The prototyping tax is killing your AI roadmap

* The "prototyping tax", fragmented context, siloed domain knowledge, and API boundaries, stalls AI initiatives between idea and working prototype, killing momentum before teams can ship. * Platform-native agents grounded in business semantics (like Databric…

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