The invisible layer of Enterprise AI: Why workflow orchestration will matter more than LLMs
By Subhash Kalluri, Founder, FreJun
Global spending on enterprise AI is forecast to exceed $2.59 trillion in 2026, a 47% increase from 2025, with 88% of organisations now using AI in at least one business function. But only 39% say it has any measurable impact on EBIT. MIT’s Project NANDA found that 95% of generative AI pilots don’t move P&L at all. The story of enterprise AI in 2026 is the growing gap between adoption and impact, highlighting a layer of the stack that gets far less attention than the models sitting on top of it: workflow orchestration.
The LLM race has shifted the conversation away from execution
Most companies that use artificial intelligence still focus on picking the model. They want to know which model thinks best, which one makes the mistakes and which one is the cheapest to use on a large scale. These are questions, but they...
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