The long-standing “gold standard” for evaluating software companies is under siege, as the massive costs of the Artificial Intelligence revolution force a radical rethink of corporate strategy.

According to a new study released by Bain & Company, the “Rule of 40″—the principle that a software company’s combined growth rate and profit margin should exceed 40%—is being pushed to the breaking point by the “cost of intelligence.”

Bain analysts warn that the era of low-cost, high-margin software is shifting. Unlike traditional cloud software, which benefits from near-zero marginal costs, AI requires significant investment in infrastructure, model training, and real-time processing.

“Rising AI costs are squeezing margins across the board,” the study notes. “Companies and investors may need to settle for smaller margins as they reinvest to stay competitive with AI-native rivals.”

The report suggests that top-tier SaaS (Software-as-a-Service) companies may need to pivot to a ‘Rule of 30’ in the short term. This downward adjustment reflects a strategic choice to sacrifice immediate profitability for long-term survival in an AI-dominated market.

The study highlights a troubling trend: costs are currently outstripping revenue gains for many firms. Bain cited one marketing technology company that saw its revenue grow by 38% last year, while its infrastructure and hosting costs—driven by AI—surged by a staggering 349%!

“AI brings both headwinds and tailwinds,” the authors write. “But right now, the headwinds are financial. Margin growth won’t come automatically; it will need to be re-earned through intense reinvestment.”

Despite the margin squeeze, the report remains optimistic about the “tailwinds” to come. Bain predicts that AI could eventually double the total market for certain software categories by replacing traditional labor costs with high-value automated agents.

For now, however, the message to Silicon Valley is clear: the price of admission to the AI era is a significantly lower bottom line.

End Notes

Source: https://www.bain.com/insights/ai-brings-headwinds-and-tailwinds-to-the-rule-of-40