Ramp bets forward deployed engineers beat finance AI

Ramp is betting that forward deployed engineers can outperform off-the-shelf finance AI. The company argues that custom-built solutions by engineers embedded with customers solve specific problems that generic AI tools cannot address. This strategy prioritizes tailored human expertise over general-purpose automation.