Will AI Save Inefficient Software Companies?

The article examines Battery's 'State of the Open Cloud' report, which suggests AI can drive significant operational efficiency gains (20-30% OpEx reduction, expanded headcount ratios, shorter ramp times). However, the author argues that while AI enables efficiency, companies shouldn't assume it solves fundamental business problems—inefficient companies will remain inefficient, and broader competitive pressures, pricing compression, and gross margin erosion will offset short-term gains.