Faltering consumer sentiment and rising operational costs are forcing enterprise giants to abandon brute-force growth subsidies in favor of targeted software interventions to protect margins.

• CDNS is deploying consumption pricing to monetize the automated workflows of non-human AI agents.

• VZ abandoned expensive phone giveaways for localized network boosters, slashing customer acquisition costs by 35%.

• AMKR revealed an American margin dilution tax as domestic fab builds heavily drag down profitability.

As physical retailers rely on generative code to offset flat demand, the structural divide between scalable software and friction-heavy real-world operations is accelerating.