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flag Firms warn enterprise AI costs rise due to poor integration of predictive and generative systems.

flag A global AI engineering firm warns that the biggest obstacle to scaling enterprise AI is not performance, but the failure to integrate predictive and generative systems from the start. flag Saigon Technology says many companies waste 60-70% of project costs because they build AI models separately and attempt integration late, causing months of rework. flag The firm advises organizations to prioritize integration architecture before development to ensure systems work together effectively.

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