The Hidden Cost of Scale: When AI Tokens Rival Junior Labor

As companies embed AI agents throughout their operations, token costs are quietly escalating into a competitive labor line item—matching or exceeding junior employee salaries at scale. The per-token pricing model obscures true consumption costs, luring companies into a false sense of affordability. More critically, token budgets lack the predictability of fixed salaries, making financial forecasting increasingly unreliable.