ENTERPRISE STRATEGY
Architecting Enterprise AI Transformation: From PoC to Production
ESG
Enterprise Solutions Group
InnoBrain Strategy
July 20, 20267 min read
Discover the 5 critical architectural steps to transition experimental AI prototypes into secure, reliable, enterprise-wide production platforms.
Escaping the Proof-of-Concept Trap
Over 70% of enterprise AI prototypes fail to reach production due to unscalable API costs, latency issues, or data compliance concerns. Successful AI deployment requires designing for infrastructure governance on Day 1.
Tags & Categories
#AI Strategy#Enterprise Architecture#DevOps#Scaling
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