LLM-based AI is not the answer to the Manufacturing Industry

For the manufacturing industry, however, LLM-based AI cannot serve as the primary intelligence layer. LLMs are useful for information-based problems, but the critical challenge in manufacturing is not information—it is the interconnected operational chain.

Manufacturing requires deep causal intelligence to understand relationships, dependencies, root causes, and downstream impacts across the enterprise.