The Infrastructure Bottleneck: Why Production AI Demands More Than Models

The AI industry's greatest challenge is no longer algorithmic capability—it's operational reliability in production. Demo-perfect systems consistently fail under real-world constraints due to context fragmentation, runaway costs, poor observability, and missing governance controls. This infrastructure deficit is now the primary barrier to enterprise adoption and represents the largest emerging market opportunity in AI.