Needham: Why the AI buildout hasn't paid off yet

"Friction in replacing FTEs with LLMs owing to emotional connections may negatively impact near-term ROICs on GenAI investments." — Analyst Laura Martin

https://www.ped30.com/2026/03/26/apple-ai-needham-payoff/