Cleanlab, which offers products that make orchestration safer and less complicated by reducing hallucination and failure rates, conducted a survey of 1,837 tech executives and engineers, in which only 5% had AI agents in production.
“Between 60% and 70% of everyone that we chatted with, both in survey and also in sales calls, they were changing their entire stack — their LLM, the AI stack that they build an agent on — every three months at least,” Northcutt said.
A good agentic AI plan involves clearly defining the use case, creating a product requirement document with the inputs and outputs, and assigning a product manager to champion the project.
