Semantic Layers May Become the API Layer for AI

Introduction With the rapid growth of AI in analytical workflows, enterprises are facing a common problem. It’s not hallucination. LLMs are now smart enough to ground their responses accurately based on data and dashboards. The real challenge is getting the correct number for a given metric. The root cause of this inconsistency is the distributed and siloed nature of analytics workflows. Self-service analytics, once considered the holy grail of analytics, is now becoming its kryptonite. As enterprises grow, so does the number of business units and teams performing analytics...