MIT Technology Review January 19, 2026
In partnership withUniphore
AI scaling is hindered by fragmented enterprise infrastructure in a constantly shifting technology ecosystem. A new architectural paradigm of composable, sovereign AI can help enterprises move past pilot purgatory.
Today marks an inflection point for enterprise AI adoption. Despite billions invested in generative AI, only 5% of integrated pilots deliver measurable business value and nearly one in two companies abandons AI initiatives before reaching production.
The bottleneck is not the models themselves. What’s holding enterprises back is the surrounding infrastructure: Limited data accessibility, rigid integration, and fragile deployment pathways prevent AI initiatives from scaling beyond early LLM and RAG experiments. In response, enterprises are moving toward composable and sovereign AI architectures that lower costs, preserve data ownership,...
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