Ramp bets forward deployed engineers can do what off-the-shelf finance AI can’t

Ramp, a fintech company, believes forward deployed engineers can outperform off-the-shelf finance AI. This role, popularized by OpenAI and Anthropic, is highly sought after in AI. The engineer's ability to customize and adapt AI solutions is key to its value. This trend highlights the importance of human expertise in AI development. Companies should consider investing in FDEs to stay competitive.